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# gelu-segformer-b0-scene-parse-150-cvfinal

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: 2.2730
- Mean Iou: 0.1175
- Mean Accuracy: 0.1900
- Overall Accuracy: 0.5390
- Per Category Iou: [0.438325187585632, 0.3919008196683965, 0.7622818920898731, 0.5747310665642869, 0.5292959618082044, 0.539181592585715, 0.6833857586294456, 0.4213673903042783, 0.27816601579704614, 0.0, 0.0, 0.0, 0.27505393943902984, 0.0, 0.0, 0.010165204844279437, nan, nan, 0.1224128607246448, 0.18945112010144316, 0.032754922986937024, nan, 0.017230192487924446, 0.0, nan, nan, nan, 0.0, 0.0, 0.012142237640936688, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010268747799554043, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]
- Per Category Accuracy: [0.7763895252176244, 0.7655487913418064, 0.9852623899917736, 0.6918413956180537, 0.8813719062448779, 0.5619095371298887, 0.7199242271221046, 0.723694661594415, 0.5251458584514752, nan, 0.0, 0.0, 0.3396105089105273, nan, 0.0, 0.010338175402727167, nan, nan, 0.12723556463975472, 0.4103318620238679, 0.04148148148148148, nan, 0.017230192487924446, 0.0, nan, nan, nan, 0.0, 0.0, 0.012142237640936688, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010268747799554043, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100

### Training results

| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            | Per Category Accuracy                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
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| 4.6031        | 1.0   | 20   | 4.8795          | 0.0205   | 0.0838        | 0.2617           | [0.3088809332866631, 0.16556222998674677, 0.6944051428281202, 0.00015255461679626332, 0.36607960104788057, 0.11932135931496801, 0.26241287206600683, 0.14575016446034478, 0.1753379059162456, 0.0, 0.0, 0.0, 0.020499714233336568, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.020686932491117253, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.007406083710586927, nan, nan, 0.0, 0.0, 0.03949394396001614, 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, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.007035550221412904, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 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, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]                                                          | [0.5578988013900754, 0.3424472213321941, 0.7427398450960001, 0.00015255598580331945, 0.47527044746762825, 0.14451716190777783, 0.31321821824554125, 0.2704527402700556, 0.3255726936348896, nan, 0.0, 0.0, 0.08731398126033438, nan, 0.0, 0.0, nan, nan, 0.0, 0.025698871996076508, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.010758580905682146, nan, nan, nan, nan, 0.04940287054727854, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007135961046047937, nan, nan, nan, nan, nan, nan, nan, 0.0, 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, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                             |
| 4.1655        | 2.0   | 40   | 4.5221          | 0.0319   | 0.1151        | 0.3417           | [0.2985445403275124, 0.24895953971200271, 0.5550049509808295, 0.012067400950739696, 0.4416023690502065, 0.09706803419936373, 0.21978694936187732, 0.26644637440005026, 0.2423691889043563, 0.0, 0.0, 0.0, 0.04149580757696309, 0.0, 0.0, 0.00023030861354214648, 0.0, 0.0, 0.0, 0.0279918964324538, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0001572986577181208, nan, nan, nan, nan, 0.0006986319695971222, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 8.39066957543212e-05, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0]                                          | [0.6592774728957304, 0.8380148812702481, 0.9656743290856318, 0.013007641260112442, 0.6660588428126537, 0.10306380957407506, 0.2331544554779751, 0.5676518540194808, 0.42707077426239276, nan, 0.0, 0.0, 0.09342274480984751, nan, 0.0, 0.0002473247704001715, nan, nan, 0.0, 0.03704430276279222, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.00017306028266512836, nan, nan, nan, nan, 0.0007261341339691728, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 8.395248289468161e-05, nan, nan, nan, nan, nan, nan, nan, 0.0, 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, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                          |
| 4.2035        | 3.0   | 60   | 4.0137          | 0.0608   | 0.1311        | 0.4061           | [0.32901273490226607, 0.2288198571328287, 0.8930833706571117, 0.045106654535889995, 0.5019171521209757, 0.07314477403535061, 0.616633529061989, 0.2919878519401636, 0.15765537594150553, 0.0, 0.0, 0.0, 0.13900631011456227, 0.0, 0.0, 1.634921932477724e-05, nan, 0.0, 0.0, 0.004179233089185696, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                | [0.7746069155651233, 0.8413257858948343, 0.9749173483166995, 0.046937887279074254, 0.7643623996066219, 0.07557045090691578, 0.724640924996861, 0.626591697671502, 0.19840906886181903, nan, 0.0, 0.0, 0.20843284953150837, nan, 0.0, 1.6488318026678097e-05, nan, nan, 0.0, 0.006342978584273336, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                 |
| 3.9442        | 4.0   | 80   | 3.6584          | 0.0710   | 0.1343        | 0.4249           | [0.3250204682889149, 0.2405280348394121, 0.94235631969567, 0.1098821396192203, 0.5085436917125574, 0.09755114812703339, 0.6839057263488234, 0.3190046258090705, 0.09528595952294905, 0.0, 0.0, 0.0, 0.13946443264268082, 0.0, 0.0, 0.012982393739996443, nan, 0.0, 0.0, 0.002991650575212815, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     | [0.814882689879939, 0.7865178539641853, 0.9804662641439148, 0.11692070229596759, 0.8457425012293067, 0.10009500184725814, 0.8232712265052217, 0.5979139668074077, 0.11692235202816004, nan, 0.0, 0.0, 0.1712750321513871, nan, 0.0, 0.013240119375422512, nan, nan, 0.0, 0.0035965342488147784, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                   |
| 3.3063        | 5.0   | 100  | 3.4311          | 0.0795   | 0.1338        | 0.4382           | [0.3198780625631909, 0.29706723067419144, 0.9529575198129536, 0.27222345852305796, 0.5118692066967313, 0.09645822084233262, 0.6547954498017116, 0.34370999273864716, 0.11069087008387353, 0.0, 0.0, 0.0, 0.00310956648984818, 0.0, 0.0, 0.00019723217514217153, nan, nan, 0.0, 0.013855807401715969, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                              | [0.838062617415156, 0.7575563387803055, 0.9742421655517097, 0.2854187886157339, 0.8813719062448779, 0.10057001108354885, 0.6850403157567189, 0.6431002048409348, 0.1658836735542344, nan, 0.0, 0.0, 0.0031232776042623553, nan, 0.0, 0.00019785981632013718, nan, nan, 0.0, 0.017688409350989046, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                 |
| 3.7638        | 6.0   | 120  | 3.3747          | 0.0904   | 0.1537        | 0.4756           | [0.34554580228624493, 0.28418865388092956, 0.9477100199527555, 0.49275279063338134, 0.4909106973251165, 0.06690088853760434, 0.7998663079983396, 0.3228629826354318, 0.24108569805021843, nan, 0.0, 0.0, 0.014033577270770555, 0.0, 0.0, 0.003365470596842636, nan, 0.0, 0.0, 0.14688420774880162, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                | [0.8129340234360151, 0.7413222257823348, 0.9620888757818927, 0.6157967236358578, 0.9107113587936404, 0.06775478967646593, 0.8100055137324693, 0.6154466786505581, 0.3762940173782896, nan, 0.0, 0.0, 0.014973360279257763, nan, 0.0, 0.0034130818315223663, nan, nan, 0.0, 0.218407716200752, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     |
| 2.8605        | 7.0   | 140  | 3.2381          | 0.0861   | 0.1410        | 0.4613           | [0.34349178654196716, 0.35309080202182125, 0.8910551672086281, 0.48272250880544565, 0.32086036597657214, 0.13475446628578255, 0.6380361553110114, 0.32169759710474266, 0.12711839601931801, nan, 0.0, 0.0, 0.0006645346181002617, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.004241406733233189, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                             | [0.8003437175514025, 0.7684680835914415, 0.9803653747652382, 0.5294679834342148, 0.8805318800196689, 0.13890501574567654, 0.6529787803187047, 0.7030600727394339, 0.1805595975553985, nan, 0.0, 0.0, 0.0007348888480617307, nan, 0.0, 0.0, nan, nan, 0.0, 0.0047081902893575285, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                  |
| 2.8979        | 8.0   | 160  | 3.1638          | 0.0958   | 0.1581        | 0.4934           | [0.3555722291695614, 0.3391534886368719, 0.8049168685241785, 0.5413142608465308, 0.3780513376085551, 0.19265848392635535, 0.8650562906528867, 0.3073165617551532, 0.12383569047833529, nan, 0.0, 0.0, 0.05073499761721471, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.15934480159002123, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7679786486978547, 0.7423457581259568, 0.9851226970059137, 0.7702013290318528, 0.8865554827077529, 0.19937633046568498, 0.8901184087695642, 0.600447305714644, 0.1905098463116174, nan, 0.0, 0.0, 0.0635678853573397, nan, 0.0, 0.0, nan, nan, 0.0, 0.22805296714075526, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 2.3795        | 9.0   | 180  | 3.0694          | 0.0945   | 0.1588        | 0.4956           | [0.35390392266105214, 0.3100240523306783, 0.8402385877532986, 0.5703317738602832, 0.35171510618826723, 0.22249300705157196, 0.7990098743509026, 0.3335001424984123, 0.239647755364165, 0.0, 0.0, 0.0, 0.01899819693038392, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.11674093918240128, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7765035642189629, 0.7365071736266866, 0.9740791904015397, 0.7406234155490445, 0.9134158334699229, 0.23369574778768845, 0.8105951009668139, 0.6212700137954099, 0.37751354647375934, nan, 0.0, 0.0, 0.01984199889766673, nan, 0.0, 0.0, nan, nan, 0.0, 0.14817721105116888, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     |
| 3.6655        | 10.0  | 200  | 3.1257          | 0.0882   | 0.1535        | 0.4741           | [0.3343371231207571, 0.32799801204467055, 0.6846625237355429, 0.5204851487920271, 0.4468919068124103, 0.2435856052705633, 0.6084926428621903, 0.35447741089629037, 0.24669935597189696, nan, 0.0, 0.0, 0.0350922131147541, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.07910373167481119, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7301277036746567, 0.7988536437751433, 0.9849907647414904, 0.6673785946004155, 0.8292697918374037, 0.2588844320121039, 0.6111235458213005, 0.6600769198612099, 0.46714893499078425, nan, 0.0, 0.0, 0.03775491456917141, nan, 0.0, 0.0, nan, nan, 0.0, 0.09315023704430277, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                      |
| 2.4193        | 11.0  | 220  | 3.0083          | 0.0921   | 0.1564        | 0.4884           | [0.3664001190535245, 0.3142764527847169, 0.7869143449414423, 0.5684144154527796, 0.4507170045144729, 0.2543205462192028, 0.6455695522548414, 0.31717757417783954, 0.2636340893929286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.08417621398782417, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                                      | [0.7388786965142079, 0.7938783865570151, 0.983981870954724, 0.7523522786928645, 0.8345762989673824, 0.2627768688094861, 0.6560577358758373, 0.6796120563521592, 0.4381296858326751, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.11482752983488638, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                                        |
| 2.3926        | 12.0  | 240  | 2.9515          | 0.0971   | 0.1662        | 0.5105           | [0.3757666155928291, 0.3231471504417844, 0.7823782934807477, 0.5005011123593031, 0.36442995984403187, 0.34788980559823635, 0.8648320198651108, 0.30624237188189957, 0.2467424236523798, 0.0, 0.0, 0.0, 0.01251441506855166, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.14963264712300867, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                    | [0.739909048894722, 0.734023995158247, 0.9819408012168811, 0.8156271172751706, 0.8980904769709883, 0.36646522756461003, 0.8974227395061661, 0.5601312654153254, 0.4390304743691016, nan, 0.0, 0.0, 0.013457652030130442, nan, 0.0, 0.0, nan, nan, 0.0, 0.20176557135850906, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                       |
| 2.5976        | 13.0  | 260  | 2.9616          | 0.0837   | 0.1508        | 0.4561           | [0.36766757745256523, 0.28244357961241, 0.8766858133132084, 0.5069224903196191, 0.2808845745877664, 0.19270837817593223, 0.34523063856892616, 0.3431569030309785, 0.2534418981329481, 0.0, 0.0, 0.0, 0.035945363048166784, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.19832519882070213, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.77129578315784, 0.7615614653423048, 0.9736523507225232, 0.6144282067043869, 0.8952016062940501, 0.19688693020882814, 0.35505161617871045, 0.6821579365411145, 0.48139525215149875, nan, 0.0, 0.0, 0.039040970053279445, nan, 0.0, 0.0, nan, nan, 0.0, 0.2617296060160209, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                      |
| 3.2698        | 14.0  | 280  | 2.7959          | 0.1104   | 0.1652        | 0.5286           | [0.3445075524266577, 0.5183020282137624, 0.819150504888604, 0.5342700515885698, 0.48284863621611707, 0.4281183932346723, 0.930992814448784, 0.35768201146757805, 0.19593905393344382, 0.0, 0.0, 0.0, 0.023947151114781174, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.11012871406231205, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7889158092067488, 0.8247089608031614, 0.9915640957983454, 0.6826207323584706, 0.7010940829372234, 0.46847785929170843, 0.942138563918353, 0.6378704903641153, 0.4259343948779778, nan, 0.0, 0.0, 0.02397574866801396, nan, 0.0, 0.0, nan, nan, 0.0, 0.1197318947196338, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 2.2291        | 15.0  | 300  | 2.7873          | 0.1078   | 0.1735        | 0.5200           | [0.35676888147276853, 0.39947916666666666, 0.8478140268559551, 0.5357908229349249, 0.44492568472875704, 0.366711009991753, 0.8345970067794252, 0.356499644321153, 0.22675205805892548, 0.0, 0.0, 0.0, 0.11325669121609484, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.25962583801413297, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7828117216087902, 0.7577432446865321, 0.9844009499123039, 0.714585698325025, 0.877663497787248, 0.38918650270051547, 0.8515004449199963, 0.6264161197274362, 0.46416940367798887, nan, 0.0, 0.0, 0.1158368546757303, nan, 0.0, 0.0, nan, nan, 0.0, 0.37479156449239825, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 1.6635        | 16.0  | 320  | 2.7815          | 0.1030   | 0.1730        | 0.5211           | [0.39579497665213764, 0.2738860566683301, 0.7923966176590245, 0.5652379989823444, 0.4310010785762793, 0.4034704920894362, 0.8293472540441118, 0.35640064548629197, 0.2327110240558242, 0.0, 0.0, 0.0, 0.07259234691762365, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.180158488978237, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                       | [0.7234234108064959, 0.7473655167503294, 0.982522855324631, 0.7277189739263873, 0.8842198000327816, 0.44730916064108656, 0.8516860557159937, 0.697997575352201, 0.5268642858132735, nan, 0.0, 0.0, 0.08042439830975565, nan, 0.0, 0.0, nan, nan, 0.0, 0.2519862677783227, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         |
| 1.6957        | 17.0  | 340  | 2.7241          | 0.1150   | 0.1713        | 0.5339           | [0.36737130322855815, 0.4822641373470969, 0.8520228879165265, 0.5235750329970363, 0.49770305141230514, 0.46832388428550664, 0.9269897126190816, 0.33121715117142264, 0.20730160588499288, nan, 0.0, 0.0, 0.02948668134524889, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.14376321353065538, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                  | [0.7720200308505509, 0.7147815870981523, 0.9822589907957844, 0.674580134518484, 0.8812284871332569, 0.4959272356221741, 0.9577680847695423, 0.699452364031604, 0.44169126512285367, nan, 0.0, 0.0, 0.03137056770163513, nan, 0.0, 0.0, nan, nan, 0.0, 0.20232139937878044, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 2.3248        | 18.0  | 360  | 2.6648          | 0.1078   | 0.1794        | 0.5330           | [0.37301093356635, 0.351550241446, 0.7373599090423928, 0.5538581061806175, 0.5083585895030548, 0.48363087365760954, 0.8879241756774796, 0.3465493930153616, 0.22520177973927538, 0.0, 0.0, 0.0, 0.06760587214959597, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.20845605194989533, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                           | [0.718253642745819, 0.7717077859660365, 0.98648082325733, 0.8188846362661474, 0.866026061301426, 0.5227124786685667, 0.907778730094607, 0.6043267421930522, 0.5204617580620574, nan, 0.0, 0.0, 0.07339702370016535, nan, 0.0, 0.0, nan, nan, 0.0, 0.38414255353931664, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                            |
| 2.3712        | 19.0  | 380  | 2.6337          | 0.1070   | 0.1750        | 0.5216           | [0.3668630646923194, 0.3490349886235262, 0.7994625080434535, 0.5447064686963288, 0.4117721927960916, 0.36866056229809524, 0.8664556356953931, 0.35620984824051394, 0.25107773499225255, 0.0, 0.0, 0.0, 0.1841292754320542, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.20990560799555802, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7646295032901252, 0.7809640784648795, 0.9834851847827774, 0.6816425792730259, 0.8617029995082773, 0.381964603015429, 0.8905933540416751, 0.6833284561682204, 0.45360939037403514, nan, 0.0, 0.0, 0.2109130993937167, nan, 0.0, 0.0, nan, nan, 0.0, 0.3090076835049861, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         |
| 1.9315        | 20.0  | 400  | 2.6449          | 0.1011   | 0.1704        | 0.5003           | [0.3644733196968605, 0.33417559286012677, 0.7976138732984359, 0.5350561172432984, 0.3674944051266382, 0.3100521138854175, 0.6994697210732845, 0.37132672758279567, 0.22642068974038973, 0.0, 0.0, 0.0, 0.2048461935040385, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.23669282405218872, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7685988608103972, 0.7333297732208338, 0.9826780697533642, 0.6470662137847794, 0.9117562694640223, 0.32081156207667, 0.7200934604949257, 0.6763095188328248, 0.5078784351224379, nan, 0.0, 0.0, 0.21899687672239573, nan, 0.0, 0.0, nan, nan, 0.0, 0.32741539970573813, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         |
| 1.6598        | 21.0  | 420  | 2.5904          | 0.1106   | 0.1828        | 0.5355           | [0.395519194434994, 0.2999385603910168, 0.7660664678670642, 0.5755709368405983, 0.5061215731811985, 0.4244791004146844, 0.888488758063506, 0.3411588663403545, 0.2614591827644572, 0.0, 0.0, 0.0, 0.18797895257265954, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.22170458174440666, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         | [0.7396349551546629, 0.7777510769340311, 0.9908733915904823, 0.8298103370141204, 0.8215661366989018, 0.440307172639468, 0.9293532555587704, 0.6223778270139209, 0.5287628708823571, nan, 0.0, 0.0, 0.244488333639537, nan, 0.0, 0.0, nan, nan, 0.0, 0.3858754291319274, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                           |
| 1.9482        | 22.0  | 440  | 2.5275          | 0.1240   | 0.1890        | 0.5708           | [0.4053976877002368, 0.5486483886483886, 0.9655914630449282, 0.5516950874915589, 0.5171678128608002, 0.5868868691585023, 0.9403429034992382, 0.3682605744040051, 0.21021791687547844, 0.0, 0.0, 0.0, 0.1463273825384137, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.2158510463008733, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        | [0.8151767904623382, 0.7614012602798248, 0.9887469539168361, 0.7551476427856723, 0.8443287985576136, 0.6412844601607994, 0.9871601002298298, 0.6599055223443836, 0.5289984617303455, nan, 0.0, 0.0, 0.15134117214771267, nan, 0.0, 0.0, nan, nan, 0.0, 0.4283145332679418, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 2.1881        | 23.0  | 460  | 2.5993          | 0.1126   | 0.1766        | 0.5384           | [0.3800400373630377, 0.343909317287374, 0.8647205459672256, 0.5661313006789019, 0.4904198892445732, 0.5090403573043298, 0.8372775852956721, 0.35704786030941826, 0.25452316180696577, 0.0, 0.0, 0.0, 0.17855236687605205, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.1718488369097607, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                       | [0.7846983668414598, 0.7793086261525864, 0.985301193598957, 0.731488004163881, 0.8600434355023766, 0.5298552101476047, 0.8562007653715764, 0.6599138831988629, 0.46028908382876704, nan, 0.0, 0.0, 0.19975197501377917, nan, 0.0, 0.0, nan, nan, 0.0, 0.21811345430766715, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 2.6162        | 24.0  | 480  | 2.5638          | 0.1188   | 0.1889        | 0.5596           | [0.4045204647643155, 0.45501872680462174, 0.9639632029978192, 0.5944035708583897, 0.5025651410827595, 0.4966323353689546, 0.9224173506350589, 0.36709145806238136, 0.2045054450176042, 0.0, 0.0, 0.0, 0.19415150623923363, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.2398353846740083, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                      | [0.7903643045921706, 0.7125654170671794, 0.9742421655517097, 0.8018656699675594, 0.9152188165874446, 0.5282938371949825, 0.9883938661091064, 0.667848334099745, 0.5538047921950138, nan, 0.0, 0.0, 0.2122450854308286, nan, 0.0, 0.0, nan, nan, 0.0, 0.4115743011280039, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                          |
| 1.788         | 25.0  | 500  | 2.5644          | 0.1143   | 0.1770        | 0.5273           | [0.38213649564375607, 0.3681687440076702, 0.8842739246415472, 0.5574974895150334, 0.5121932053330539, 0.4422041731661198, 0.7256929637526652, 0.3743138383422471, 0.24264320739118636, 0.0, 0.0, 0.0, 0.20389221556886228, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.22320067399502527, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7897640993219681, 0.8065790878991776, 0.9878855138373663, 0.6775549762416487, 0.8012620881822652, 0.4700612234126775, 0.7432074637376556, 0.6878558588687764, 0.53283720672404, nan, 0.0, 0.0, 0.21895094616939187, nan, 0.0, 0.0, nan, nan, 0.0, 0.363805787150564, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                           |
| 1.4235        | 26.0  | 520  | 2.5112          | 0.1173   | 0.1895        | 0.5512           | [0.4159791763022878, 0.42024750859753496, 0.9086083079427505, 0.5887610827775598, 0.5157028322026661, 0.6171012011731823, 0.6754786680541103, 0.3682933478065468, 0.23158016548053, 0.0, 0.0, 0.0, 0.1835186237117585, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.23562861185680847, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         | [0.7737446206602658, 0.745015842500623, 0.9789606841852019, 0.8417231647290561, 0.8908785445009015, 0.669063704016467, 0.7087439062337931, 0.6269177709961958, 0.5546640058759129, nan, 0.0, 0.0, 0.20774389123645048, nan, 0.0, 0.0, nan, nan, 0.0, 0.5825731567761975, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                          |
| 2.2184        | 27.0  | 540  | 2.5515          | 0.1141   | 0.1877        | 0.5470           | [0.3805773443065156, 0.48818325739220236, 0.6761040705082452, 0.5812097177615219, 0.5198625534127075, 0.5570840325750298, 0.840549080332294, 0.36968800815020675, 0.23443694091426692, 0.0, 0.0, 0.0, 0.27261044734648515, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.21561055526300393, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7418116996012636, 0.7657267969667841, 0.9924332965992518, 0.7194181335223832, 0.8400262252089822, 0.6146707482275118, 0.8771529487550429, 0.7023577609631705, 0.5335301209828296, nan, 0.0, 0.0, 0.36050891052728273, nan, 0.0, 0.0, nan, nan, 0.0, 0.36145169200588523, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                       |
| 1.6457        | 28.0  | 560  | 2.5324          | 0.1120   | 0.1819        | 0.5230           | [0.4184390090563706, 0.36386373868240707, 0.9069107973111082, 0.5357209798048476, 0.5066985589555668, 0.46934808039987236, 0.6144855768474172, 0.37783035318329966, 0.20962779723732214, 0.0, 0.0, 0.0, 0.16705954251789767, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.24740734943059522, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                   | [0.7723301369068222, 0.776887749652889, 0.9779129867912522, 0.6540478936056607, 0.8810645795771185, 0.4852659172076494, 0.639483783621485, 0.7337026044061703, 0.559001649135936, nan, 0.0, 0.0, 0.1757762263457652, nan, 0.0, 0.0, nan, nan, 0.0, 0.6201078960274644, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                            |
| 1.8884        | 29.0  | 580  | 2.5438          | 0.1039   | 0.1800        | 0.5170           | [0.39649070453196333, 0.31241670990596854, 0.7672079217497492, 0.5629402799043145, 0.37872756537842467, 0.3263791768776436, 0.7757813118909926, 0.3731391711471274, 0.2416837654666418, 0.0, 0.0, 0.0, 0.2204008615968749, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.21800834824090637, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7389807314101423, 0.7448912385631385, 0.9849131575271237, 0.7275215485329947, 0.8966767742992952, 0.3356424060097465, 0.8553545985074709, 0.6826679486643535, 0.5386715447830486, nan, 0.0, 0.0, 0.27728274848429174, nan, 0.0, 0.0, nan, nan, 0.0, 0.4183750204348537, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        |
| 3.0178        | 30.0  | 600  | 2.5584          | 0.1021   | 0.1814        | 0.5133           | [0.3911808685396571, 0.3151276438363365, 0.7678134315697632, 0.5275248922683218, 0.41995946337226137, 0.33136152927529783, 0.7928646612376046, 0.38056816928337683, 0.2341002928167996, 0.0, 0.0, 0.0, 0.19584396036292176, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.2385569911730843, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                     | [0.7432161799335373, 0.7469739043753783, 0.9834619026184674, 0.6437503645639366, 0.8914931978364202, 0.34048925951337944, 0.8594434951604715, 0.6922996530245391, 0.5295943679929046, nan, 0.0, 0.0, 0.21513871027007164, nan, 0.0, 0.0, nan, nan, 0.0, 0.6097106424718, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                          |
| 1.2422        | 31.0  | 620  | 2.4302          | 0.1243   | 0.1921        | 0.5579           | [0.3896828071940636, 0.3977935054121565, 0.8378777393310265, 0.604962147676377, 0.5188728188386542, 0.558625846453716, 0.85997924304929, 0.41128537723592445, 0.25251092360502386, 0.0, 0.0, 0.0, 0.29689171231322725, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.21709221725015354, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         | [0.7748570010943743, 0.7823881234647014, 0.98659723407888, 0.8042392616290287, 0.8401491558760859, 0.5848859098186169, 0.9001850648818914, 0.6616947452029598, 0.5229701076788759, nan, 0.0, 0.0, 0.4207238655153408, nan, 0.0, 0.0, nan, nan, 0.0, 0.4044793199280693, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                           |
| 1.6286        | 32.0  | 640  | 2.4215          | 0.1250   | 0.1942        | 0.5537           | [0.41630395838226875, 0.42749628684496455, 0.8897878700695404, 0.5932260285468639, 0.5223274695534507, 0.5672018386141691, 0.7712347269876263, 0.3710221898043149, 0.25473125414731257, 0.0, 0.0, 0.0, 0.32064064064064063, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.24151999067490384, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                    | [0.7694571543467866, 0.7633949232795756, 0.9840672388905273, 0.777079809215279, 0.862030814620554, 0.6100306117063388, 0.8135648737027716, 0.680460683081811, 0.5319918513283166, nan, 0.0, 0.0, 0.3678118684548962, nan, 0.0, 0.0, nan, nan, 0.0, 0.6097106424718, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                               |
| 1.0821        | 33.0  | 660  | 2.4866          | 0.1087   | 0.1800        | 0.5089           | [0.3911654522940495, 0.35050510778603194, 0.7776463703089566, 0.523859374266747, 0.4737226110946442, 0.40435859083025444, 0.5919761514207977, 0.4026050662061025, 0.2563728205963826, 0.0, 0.0, 0.0, 0.2780500386897085, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.22045274523700337, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.002168256721595837, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                      | [0.7476657016699711, 0.7701591370287301, 0.9899731479038292, 0.6511403559938798, 0.8513768234715621, 0.4173395964180785, 0.6580284857980445, 0.7016345470507086, 0.5451017891046162, nan, 0.0, 0.0, 0.3465919529671137, nan, 0.0, 0.0, nan, nan, 0.0, 0.5186856302108876, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.002168256721595837, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                        |
| 1.6169        | 34.0  | 680  | 2.4144          | 0.1121   | 0.1791        | 0.5243           | [0.3925095175635037, 0.3492376190041187, 0.8716269772891753, 0.5810794378723921, 0.47775784549707073, 0.4317590371675405, 0.6303384643493354, 0.3981599808310537, 0.28011341261715367, 0.0, 0.0, 0.0, 0.1925596939448573, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.21235782022532623, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0008673026886383347, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                    | [0.7854886371138929, 0.7826017302146748, 0.9814208328806245, 0.7504632766333587, 0.8621332568431405, 0.4473135588747559, 0.6780253194962305, 0.6668701141256637, 0.49288377056223065, nan, 0.0, 0.0, 0.2011298916038949, nan, 0.0, 0.0, nan, nan, 0.0, 0.5139774399215301, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0008673026886383347, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                      |
| 1.7019        | 35.0  | 700  | 2.4119          | 0.1142   | 0.1935        | 0.5321           | [0.41687861138209503, 0.36731278285372726, 0.7277879560981456, 0.5679880671116095, 0.5060053299585042, 0.5119564529400595, 0.7026885404490306, 0.39167279340633826, 0.26160309723715364, 0.0, 0.0, 0.0, 0.3491636998723719, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.22291143387572349, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                    | [0.7224350727948958, 0.7657089964042864, 0.9896083939963058, 0.7022241765341972, 0.8519504999180462, 0.5336200981685755, 0.7613536486169266, 0.7193428368379249, 0.5496750232126276, nan, 0.0, 0.0, 0.4774940290281095, nan, 0.0, 0.0, nan, nan, 0.0, 0.6673859735164296, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         |
| 1.2618        | 36.0  | 720  | 2.4152          | 0.1103   | 0.1758        | 0.5224           | [0.39410696616170876, 0.32761971142737006, 0.8544707077639396, 0.5548161527817389, 0.5131396283397063, 0.4530316765082135, 0.6620783565723845, 0.39029476824689185, 0.270534778049633, 0.0, 0.0, 0.0, 0.24487502247797158, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.17893438947840382, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.007574163686092994, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                    | [0.782511618973689, 0.7697675246537791, 0.9855650581278036, 0.7070296900870018, 0.8633420750696608, 0.47038669270420996, 0.7087002331053233, 0.6704778228334936, 0.504136698124974, nan, 0.0, 0.0, 0.25018372221201546, nan, 0.0, 0.0, nan, nan, 0.0, 0.31316004577407225, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.007805724197745013, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       |
| 1.2747        | 37.0  | 740  | 2.3566          | 0.1164   | 0.1875        | 0.5351           | [0.4243043847241867, 0.3885521084488935, 0.8024251069900142, 0.5970391265456811, 0.5003701484118871, 0.5529201980364186, 0.6385312375626069, 0.38894702127976116, 0.25490156969902467, 0.0, 0.0, 0.0, 0.2564046227534385, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.20080077777893934, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                      | [0.7502145733840974, 0.7558741856242658, 0.9865817126360067, 0.7996266865288577, 0.8724389444353384, 0.5796124276490562, 0.6744004498332232, 0.6557418168136784, 0.5313266536398786, nan, 0.0, 0.0, 0.2680047767775124, nan, 0.0, 0.0, nan, nan, 0.0, 0.6280202713748569, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                         |
| 1.2569        | 38.0  | 760  | 2.4722          | 0.0988   | 0.1707        | 0.4998           | [0.41008276482245254, 0.29065354147632194, 0.7647872938360842, 0.5237618203635003, 0.4047271496930736, 0.3589460444690784, 0.5749374993920174, 0.38575002328645, 0.2816193502405417, 0.0, 0.0, 0.0, 0.17272137528381445, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.1801593120917211, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                        | [0.7390127423578864, 0.7899533625262558, 0.9820727334813044, 0.6404390022838529, 0.8577897066054745, 0.37028289438961315, 0.6453032279901081, 0.7271309727854187, 0.5256863315733311, nan, 0.0, 0.0, 0.19566415579643578, nan, 0.0, 0.0, nan, nan, 0.0, 0.3534739251266961, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                       |
| 1.3703        | 39.0  | 780  | 2.3278          | 0.1140   | 0.1907        | 0.5445           | [0.43831942475637103, 0.36172262713096204, 0.8332598814684233, 0.6094283164470576, 0.5282643312101911, 0.5212330708728047, 0.7624706047250471, 0.39473171704888754, 0.2718972476035652, 0.0, 0.0, 0.0, 0.19230932293212363, 0.0, 0.0, 0.0, nan, nan, 0.007818088911599387, 0.20642128585400907, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                   | [0.7504026377020941, 0.7752233970593471, 0.9831126701538175, 0.7813334290547362, 0.8700213079822979, 0.5418403968966063, 0.8018222612854093, 0.6947911876593788, 0.5377430396762705, nan, 0.0, 0.0, 0.20834098842550064, nan, 0.0, 0.0, nan, nan, 0.007818088911599387, 0.6762465260748733, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       |
| 1.2376        | 40.0  | 800  | 2.4444          | 0.1118   | 0.1790        | 0.5116           | [0.3902269860009437, 0.3154901011291941, 0.8185528780845818, 0.5107005143822488, 0.49302188562520716, 0.40615908546394225, 0.6432156756130838, 0.41361704428968604, 0.2831123292705335, 0.0, 0.0, 0.0, 0.3215257091050382, nan, 0.0, 0.0, nan, nan, 0.0, 0.20320091952421587, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0067215958369470944, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                   | [0.771069705839397, 0.8002153868062231, 0.9867369270647399, 0.6049652486438222, 0.8229388624815605, 0.417541915166869, 0.6974598616653656, 0.703394506918607, 0.5124655275156252, nan, 0.0, 0.0, 0.4560903913283116, nan, 0.0, 0.0, nan, nan, 0.0, 0.38149419650155303, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0067215958369470944, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 0.9344        | 41.0  | 820  | 2.4049          | 0.1135   | 0.1833        | 0.5285           | [0.43801643389531153, 0.34378039179363684, 0.8731758760246252, 0.560117869583951, 0.5161608045410954, 0.46751496815691457, 0.6592058577362889, 0.37927471602137786, 0.26579918060678653, 0.0, 0.0, 0.0, 0.25367464905037157, nan, 0.0, 0.0, nan, nan, 0.01441817811289994, 0.2206693432989261, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                    | [0.7621166438922111, 0.7928281533696465, 0.9895618296676859, 0.6882742777147113, 0.8160137682347156, 0.48527471367498815, 0.7008499882628467, 0.738108774716776, 0.5412491858257459, nan, 0.0, 0.0, 0.28219731765570455, nan, 0.0, 0.0, nan, nan, 0.014460909555442002, 0.519339545528854, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                        |
| 1.3631        | 42.0  | 840  | 2.3514          | 0.1133   | 0.1912        | 0.5335           | [0.43011582189292896, 0.31294912815747866, 0.7711444898751532, 0.5778882023258569, 0.5036677943245097, 0.5236199875276756, 0.7031313298023977, 0.39273839887185674, 0.2567803885409049, 0.0, 0.0, 0.0, 0.25749239654170797, nan, 0.0, 0.0, nan, nan, 0.014967021816336884, 0.24113118115844148, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                   | [0.7272967354835354, 0.7434226921570721, 0.9865196268645133, 0.7221910629113963, 0.8876618587116866, 0.5502542179060889, 0.7674951823080156, 0.6997199113749425, 0.559597555398495, nan, 0.0, 0.0, 0.3460867168840713, nan, 0.0, 0.0, nan, nan, 0.015074092999489013, 0.6420467549452346, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 1.0948        | 43.0  | 860  | 2.3742          | 0.1065   | 0.1803        | 0.5209           | [0.4248320760566291, 0.2895247285257424, 0.7449586212579609, 0.5616274330889275, 0.49736275692424137, 0.5153646642101111, 0.606003368192591, 0.4104806174140018, 0.27977143018990835, 0.0, 0.0, 0.0, 0.2505742935278031, 0.0, 0.0, 0.0, nan, nan, 0.020905216155875785, 0.18398026699555006, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.007805724197745013, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                     | [0.7402511658987374, 0.7904517782761935, 0.9822279479100378, 0.6987198758014798, 0.8616620226192427, 0.5400942981298711, 0.646291332521741, 0.6988294803728942, 0.5475547055807315, nan, 0.0, 0.0, 0.3156347602425133, nan, 0.0, 0.0, nan, nan, 0.021052631578947368, 0.36092855975151217, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.007805724197745013, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                       |
| 1.3321        | 44.0  | 880  | 2.3950          | 0.1105   | 0.1762        | 0.5188           | [0.41753991561036613, 0.323419037858693, 0.825658537856966, 0.5874375163957696, 0.5123252435277585, 0.4360973274694089, 0.6034815545063041, 0.40067362127245504, 0.2948082920565034, 0.0, 0.0, 0.0, 0.2452321901992645, 0.0, 0.0, 0.0, nan, nan, 0.026639448838989537, 0.18997584753979868, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       | [0.7788463654569863, 0.7639823418420022, 0.9832368416968041, 0.7334712319793242, 0.881453860022947, 0.4487737724529829, 0.6349472374016673, 0.6902637849588228, 0.48994581410496263, nan, 0.0, 0.0, 0.2634117214771266, nan, 0.0, 0.0, nan, nan, 0.026673479816044968, 0.35232957332025505, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       |
| 1.5732        | 45.0  | 900  | 2.3611          | 0.1107   | 0.1828        | 0.5168           | [0.4234154650377375, 0.29152919320417764, 0.7183820812370314, 0.5610808899626911, 0.5105737584123398, 0.4977720608017218, 0.5913082333803602, 0.4178493581981109, 0.27713995872249625, 0.0, 0.0, 0.0, 0.2541647132364432, nan, 0.0, 0.0, nan, nan, 0.016848564099984913, 0.19992485074523011, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     | [0.7211326273585567, 0.779344227277582, 0.9806990857870148, 0.6835540160363263, 0.8518070808064252, 0.5208124417234039, 0.6429503381937886, 0.7212491116592116, 0.5489682506686623, nan, 0.0, 0.0, 0.3735072570273746, nan, 0.0, 0.0, nan, nan, 0.01711803781297905, 0.4697073728952101, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                          |
| 0.9844        | 46.0  | 920  | 2.3468          | 0.1122   | 0.1868        | 0.5369           | [0.4322812918940984, 0.3747340048233792, 0.8290690667085888, 0.6006278150299063, 0.5231459098820345, 0.47339589123764353, 0.6884066767830046, 0.39847380828816586, 0.2898643369557497, 0.0, 0.0, 0.0, 0.19316138973474703, 0.0, 0.0, 0.0, nan, nan, 0.023403168114460908, 0.2224891821463578, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     | [0.7754371995222366, 0.7523229734059597, 0.9822667515172211, 0.7443430894381902, 0.8868013440419603, 0.4899236466634999, 0.7429781798131881, 0.7157852932569708, 0.5090009562216772, nan, 0.0, 0.0, 0.24182436156531326, nan, 0.0, 0.0, nan, nan, 0.023403168114460908, 0.6085662906653588, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       |
| 0.7482        | 47.0  | 940  | 2.3449          | 0.1101   | 0.1839        | 0.5362           | [0.43737778353065176, 0.3606257425414685, 0.8116339252705786, 0.5527782304057357, 0.5234903596683116, 0.5186545892189777, 0.7474771816730428, 0.4189729147560729, 0.24555214536383757, 0.0, 0.0, 0.0, 0.09160689568390587, 0.0, 0.0, 0.0, nan, nan, 0.038999008919722494, 0.19597326512088456, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.011274934952298352, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                   | [0.7571569476761052, 0.7753569012780804, 0.9882037034162696, 0.6849674023753864, 0.8433248647762662, 0.540191059270597, 0.8127787573903122, 0.7009113331382467, 0.5565903075153481, nan, 0.0, 0.0, 0.10031232776042623, nan, 0.0, 0.0, nan, nan, 0.04021461420541645, 0.5435671080595063, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.011274934952298352, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                        |
| 1.1982        | 48.0  | 960  | 2.3585          | 0.1107   | 0.1840        | 0.5225           | [0.4148779131601361, 0.3168825214065553, 0.7973833142165698, 0.5390172933186073, 0.50375, 0.4426914566974277, 0.6626173248696664, 0.4109482986517618, 0.2880213806021289, 0.0, 0.0, 0.0, 0.22192198434143975, 0.0, 0.0, 0.0, nan, nan, 0.03939703628002044, 0.23130286040102632, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                                  | [0.7523513041460179, 0.7750275908718716, 0.9819175190525711, 0.6591315974855184, 0.8587116866087526, 0.4584762759275875, 0.7334083055372068, 0.7278291041344426, 0.5242173533446971, nan, 0.0, 0.0, 0.29423112254271544, nan, 0.0, 0.0, nan, nan, 0.03939703628002044, 0.5570704593755109, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                        |
| 1.3141        | 49.0  | 980  | 2.3284          | 0.1191   | 0.1905        | 0.5612           | [0.4275448902497878, 0.3942930457517492, 0.7733102883653233, 0.5598835304822566, 0.5214285714285715, 0.6009577441631042, 0.8987156692428001, 0.40749965274950545, 0.27331304940518436, 0.0, 0.0, 0.0, 0.23983685177715028, 0.0, 0.0, 0.0, nan, nan, 0.04977005620848237, 0.20215917319465473, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.011058109280138768, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                    | [0.7710116859966109, 0.795952152088006, 0.9896083939963058, 0.6902171230633242, 0.8076544828716604, 0.6430261606938653, 0.963036155891232, 0.7113331382467288, 0.5390318601976192, nan, 0.0, 0.0, 0.24577438912364505, nan, 0.0, 0.0, nan, nan, 0.04977005620848237, 0.40163478829491583, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.011058109280138768, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                        |
| 1.1631        | 50.0  | 1000 | 2.3787          | 0.1089   | 0.1854        | 0.5135           | [0.42424109518208986, 0.2969974747843349, 0.7369726182525626, 0.5581242672919109, 0.49076204805947693, 0.4536779002633605, 0.5722628983498549, 0.4246525503892891, 0.27201715423495176, 0.0, 0.0, 0.0, 0.27819349962207107, 0.0, 0.0, 0.0, nan, nan, 0.06877586032899384, 0.2129578851943459, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     | [0.7353875025258638, 0.7243760902844529, 0.9848588324770671, 0.6942463958648354, 0.9088469103425668, 0.4689924526310234, 0.6221073376314971, 0.707512227749676, 0.5414709183885587, nan, 0.0, 0.0, 0.33809480066139996, nan, 0.0, 0.0, nan, nan, 0.06964741951967297, 0.62213503351316, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                           |
| 1.0472        | 51.0  | 1020 | 2.3539          | 0.1127   | 0.1785        | 0.5283           | [0.41748771422537023, 0.3711784930094516, 0.768952981095492, 0.5706563026412851, 0.516981592100451, 0.5257063965306952, 0.6499021247094328, 0.4020578176051359, 0.2665165372606449, 0.0, 0.0, 0.0, 0.29749589490968803, 0.0, 0.0, 0.0, nan, nan, 0.04298607924124216, 0.12662515252240503, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.00411968777103209, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                        | [0.7672223900573997, 0.765815799779273, 0.9848976360842504, 0.6976878794269279, 0.8688739550893296, 0.5459703383121338, 0.6959858935795042, 0.7037331215250199, 0.5346803586524204, nan, 0.0, 0.0, 0.33285871761896013, nan, 0.0, 0.0, nan, nan, 0.043076136944302505, 0.19679581494196502, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.00411968777103209, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                       |
| 1.1259        | 52.0  | 1040 | 2.3066          | 0.1139   | 0.1884        | 0.5269           | [0.4286335247164263, 0.3177069410623066, 0.8138874764261761, 0.57905267214038, 0.5123412499103107, 0.47237129158821844, 0.5978939665801265, 0.41257858332816205, 0.2925722701251811, 0.0, 0.0, 0.0, 0.26807827549304386, 0.0, 0.0, 0.0, nan, nan, 0.058595740344441045, 0.25611939566369074, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                      | [0.7654797940895787, 0.7721973014347253, 0.9813277042233846, 0.7012370495672345, 0.8777864284543517, 0.4866381661124892, 0.6512373143209648, 0.7226411939300197, 0.512077495530703, nan, 0.0, 0.0, 0.3221568987690612, nan, 0.0, 0.0, nan, nan, 0.058763413387838526, 0.6828510707863332, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 1.5116        | 53.0  | 1060 | 2.3184          | 0.1107   | 0.1895        | 0.5349           | [0.4204197184561841, 0.347654308919247, 0.7646885042294451, 0.5387200995718262, 0.5290865951975752, 0.5656685268935051, 0.6996350775032852, 0.4203409612972919, 0.25957896709091155, 0.0, 0.0, 0.0, 0.27108187333833256, 0.0, 0.0, 0.0, nan, nan, 0.05319256928230637, 0.22034379307548851, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       | [0.7448567410054239, 0.7596746057175406, 0.9843078212550639, 0.6486545908134375, 0.8726438288805114, 0.5924860575992681, 0.7818363458693409, 0.7076000167217089, 0.5375905985393368, nan, 0.0, 0.0, 0.365285688039684, nan, 0.0, 0.0, nan, nan, 0.053551354113438934, 0.5331044629720452, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 1.6412        | 54.0  | 1080 | 2.3422          | 0.1078   | 0.1809        | 0.5079           | [0.4226294240198754, 0.264505228161392, 0.7558929690063538, 0.5101179590514111, 0.509135480442947, 0.39880965115333766, 0.6328225495995418, 0.4166676978589972, 0.2973599495416977, 0.0, 0.0, 0.0, 0.27157126070169546, 0.0, 0.0, 0.0, nan, nan, 0.04864091559370529, 0.2142414246385079, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         | [0.7358136482677076, 0.7760689237779914, 0.9832756453039875, 0.6145224324603242, 0.8638133092935585, 0.40994616561988706, 0.7358649190136424, 0.7038167300698132, 0.5030834684516138, nan, 0.0, 0.0, 0.2972166084879662, nan, 0.0, 0.0, nan, nan, 0.04864588656106285, 0.5648520516593101, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                        |
| 0.9987        | 55.0  | 1100 | 2.2730          | 0.1188   | 0.1911        | 0.5395           | [0.444849808873876, 0.3869498359453926, 0.7628949695332848, 0.5823450955377076, 0.5227303856258794, 0.5651253765044556, 0.7176754577437662, 0.4123110769109348, 0.2733755997494304, 0.0, 0.0, 0.0, 0.2952369968861723, 0.0, 0.0, 0.0, nan, nan, 0.06457046603032005, 0.20115992884470113, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         | [0.7406372979559009, 0.7704350457474456, 0.9842845390907539, 0.7209436933804163, 0.8601253892804458, 0.5966247954821344, 0.7628330758438467, 0.6988587433635718, 0.5503540791862415, nan, 0.0, 0.0, 0.3527466470696307, nan, 0.0, 0.0, nan, nan, 0.06463975472662238, 0.5398070949811999, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 1.1013        | 56.0  | 1120 | 2.3589          | 0.1131   | 0.1845        | 0.5225           | [0.4230904057643909, 0.303721928134656, 0.7333517896898178, 0.5420649060099125, 0.5196555023923445, 0.5126298843846041, 0.6487463179098888, 0.40249009052592666, 0.2719309043164287, 0.0, 0.0, 0.0, 0.32576869384686974, 0.0, 0.0, 0.0, nan, nan, 0.12380353862515711, 0.1700504906841132, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0006504770164787511, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                      | [0.7268225733200755, 0.7899889636512514, 0.9867757306719233, 0.6512031731645047, 0.8344533683002786, 0.5392146513959993, 0.6997417826279213, 0.7373353956774382, 0.5510747100153827, nan, 0.0, 0.0, 0.41801396288811316, nan, 0.0, 0.0, nan, nan, 0.13086356668369953, 0.31273500081739414, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0006504770164787511, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                     |
| 0.9989        | 57.0  | 1140 | 2.3140          | 0.1222   | 0.1934        | 0.5524           | [0.4526064052178276, 0.44372755717015605, 0.8640071912071149, 0.5619625113253227, 0.5240466756334291, 0.5804424952160989, 0.722772941079386, 0.4078513887218949, 0.2590474782632067, 0.0, 0.0, 0.0, 0.29919021364576154, 0.0, 0.0, 0.0, nan, nan, 0.13145969919012726, 0.21900206208705655, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.031006071118820467, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                      | [0.8121857675324962, 0.7522784719997152, 0.9846492929982771, 0.6790581013958873, 0.8860842484838551, 0.6123616755510987, 0.7650276505494625, 0.7090213619831947, 0.5342784683823224, nan, 0.0, 0.0, 0.31903362116479883, nan, 0.0, 0.0, nan, nan, 0.1393459376596832, 0.5104462972045121, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.031006071118820467, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                        |
| 1.2606        | 58.0  | 1160 | 2.3074          | 0.1142   | 0.1943        | 0.5397           | [0.4359076664065932, 0.3573896470096776, 0.7464323048191781, 0.5952737619965739, 0.5131855309218203, 0.5116802309874375, 0.728190455898989, 0.4155939975390295, 0.26160865357394447, 0.0, 0.0, 0.0, 0.25679387106100027, 0.0, 0.0, 0.0, nan, nan, 0.07093408736349453, 0.24504210812279273, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0019514310494362533, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                     | [0.7366159226455448, 0.7309889992523764, 0.9863954553215267, 0.7452988078198404, 0.901081789870513, 0.5331318942312767, 0.783637862418727, 0.7229087412733581, 0.5506728197452847, nan, 0.0, 0.0, 0.32638250964541615, nan, 0.0, 0.0, nan, nan, 0.07434849259070005, 0.6783063593264672, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0019514310494362533, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                        |
| 1.5209        | 59.0  | 1180 | 2.3206          | 0.1146   | 0.1819        | 0.5284           | [0.4301277490120524, 0.35325327662991596, 0.8088970748116598, 0.5755377427492424, 0.5167221659186333, 0.4650689769622903, 0.6586911948077696, 0.4136783698043078, 0.26819526832724394, 0.0, 0.0, 0.0, 0.24236805210076431, 0.0, 0.0, 0.0, nan, nan, 0.10231071065252144, 0.1973896973896974, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.008456201214223764, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                     | [0.7861208533318395, 0.7673911495603261, 0.9816070901951045, 0.6920118993668927, 0.8774791017865924, 0.4807005506588554, 0.6892274769487768, 0.7146565779022616, 0.5350822489225183, nan, 0.0, 0.0, 0.2461418335476759, nan, 0.0, 0.0, nan, nan, 0.10792028615227389, 0.3911394474415563, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.008456201214223764, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                        |
| 1.4669        | 60.0  | 1200 | 2.2432          | 0.1200   | 0.1890        | 0.5460           | [0.44245725549782444, 0.41079673145457796, 0.8000844349787652, 0.6345275315020028, 0.5288801269906294, 0.5472529418461006, 0.6296248322599698, 0.4174774217007184, 0.27771432728330847, 0.0, 0.0, 0.0, 0.2822505565674965, 0.0, 0.0, 0.0, nan, nan, 0.10289855072463767, 0.20579642398036696, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     | [0.7818353877025943, 0.7776531738402933, 0.985417604420507, 0.8095607733691093, 0.8464595967874119, 0.5708819338153798, 0.6634057397409092, 0.7103590986998871, 0.5290538948710487, nan, 0.0, 0.0, 0.320273746095903, nan, 0.0, 0.0, nan, nan, 0.1052120592743996, 0.46061794997547817, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                           |
| 1.1773        | 61.0  | 1220 | 2.3538          | 0.1066   | 0.1804        | 0.5095           | [0.42560303961002904, 0.36471110057134326, 0.7718478538968555, 0.5842870905229329, 0.5033519231874892, 0.44229317294772535, 0.45592034752173305, 0.4178417868239051, 0.2761201873986426, 0.0, 0.0, 0.0, 0.2684268051096386, 0.0, 0.0, 0.0, nan, nan, 0.0763254113345521, 0.21144305435720448, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                     | [0.7682387376482757, 0.7391505571576061, 0.9833222096326074, 0.7048310891151304, 0.8968611702999508, 0.45604845094210167, 0.48071012506892163, 0.7263784958822792, 0.5096661539101152, nan, 0.0, 0.0, 0.3609682160573213, nan, 0.0, 0.0, nan, nan, 0.07680122636688809, 0.5128003923491907, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       |
| 0.951         | 62.0  | 1240 | 2.3371          | 0.1157   | 0.1830        | 0.5290           | [0.4144851715076434, 0.3195031587809029, 0.757780002622138, 0.5573786342776815, 0.5166874687968048, 0.4485147247119078, 0.7703981059990246, 0.4141465802567456, 0.29481988830034084, 0.0, 0.0, 0.0, 0.34972030541831695, 0.0, 0.0, 0.0, nan, nan, 0.08274515693047003, 0.16384630312439355, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0019514310494362533, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                     | [0.7598818796028242, 0.7836608636832924, 0.9868300557219799, 0.6724937070655856, 0.8481601376823471, 0.4621971816118647, 0.8278186910071569, 0.7108774716776054, 0.5106223755872449, nan, 0.0, 0.0, 0.3933951864780452, nan, 0.0, 0.0, nan, nan, 0.08446601941747572, 0.2760503514794834, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0019514310494362533, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                       |
| 0.9428        | 63.0  | 1260 | 2.3272          | 0.1163   | 0.1885        | 0.5318           | [0.4365482587110886, 0.3736129983136892, 0.7545635806326816, 0.5305633165396857, 0.5172520908004778, 0.5572037188608365, 0.6862080562957598, 0.4110891906119139, 0.27322149194644435, 0.0, 0.0, 0.0, 0.2250134280874272, 0.0, 0.0, 0.0, nan, nan, 0.11887791467264026, 0.20624420103869187, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.025037772501618823, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                      | [0.7522692760924236, 0.7512994410623376, 0.983888742297484, 0.6364860074752433, 0.8870267169316506, 0.5838699178409951, 0.7239912872108702, 0.7247481292588103, 0.5432586371762358, nan, 0.0, 0.0, 0.25013779165901157, nan, 0.0, 0.0, nan, nan, 0.11931527848748084, 0.5596207291155796, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.02515177797051171, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                         |
| 1.3196        | 64.0  | 1280 | 2.2846          | 0.1187   | 0.1864        | 0.5379           | [0.450192253670474, 0.41021166216068017, 0.84254327563249, 0.5832290317015787, 0.5177954430135067, 0.5056111179415868, 0.6272249180396224, 0.42028021007031424, 0.2932892162856095, 0.0, 0.0, 0.0, 0.2783337722763585, 0.0, 0.0, 0.0, nan, nan, 0.09329268292682927, 0.20268702370593045, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         | [0.8111934281524281, 0.7656911958417886, 0.9821192978099245, 0.7129703996518134, 0.8781347320111457, 0.5245289491740117, 0.6569530350094717, 0.7048869194431671, 0.5318948433320861, nan, 0.0, 0.0, 0.2912456365974646, nan, 0.0, 0.0, nan, nan, 0.09381706693919264, 0.5026320091548144, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 1.0249        | 65.0  | 1300 | 2.3134          | 0.1189   | 0.1951        | 0.5302           | [0.4432216108054027, 0.35538452450273, 0.7579001661298932, 0.5319817204219989, 0.5233254804415158, 0.5463255973812049, 0.6241623975542787, 0.4147330495836075, 0.27461090422992457, 0.0, 0.0, 0.0, 0.3991884273456618, 0.0, 0.0, 0.0, nan, nan, 0.13391979555730293, 0.21362526518032263, 0.0, nan, 0.005262778458654747, 0.0, nan, nan, nan, 0.0, 0.0, 0.008456201214223764, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                       | [0.7569028607783862, 0.7496172879062979, 0.9807223679513247, 0.6330579847354275, 0.8965948205212261, 0.5732833693988494, 0.6564780897373608, 0.7324066719618745, 0.557989994318103, nan, 0.0, 0.0, 0.5919070365607202, nan, 0.0, 0.0, nan, nan, 0.1392437404190087, 0.5234919077979402, 0.0, nan, 0.005262778458654747, 0.0, nan, nan, nan, 0.0, 0.0, 0.008456201214223764, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                         |
| 1.4127        | 66.0  | 1320 | 2.3319          | 0.1145   | 0.1839        | 0.5205           | [0.4195881342134237, 0.32275400566228357, 0.7681031383850507, 0.5281770248589204, 0.5130997565787196, 0.45263045793397233, 0.6719184382137431, 0.42498879979059384, 0.28948418079997446, 0.0, 0.0, 0.0, 0.3291111972771531, 0.0, 0.0, 0.0, nan, nan, 0.11637130378031026, 0.20329145544045257, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                    | [0.7723541451176302, 0.7477927302502759, 0.978378630077452, 0.6395954574211756, 0.91124405835109, 0.46733431853767526, 0.7098575710097773, 0.7058818611262071, 0.5028894524591527, nan, 0.0, 0.0, 0.3508634943964725, nan, 0.0, 0.0, nan, nan, 0.11844660194174757, 0.45234592120320416, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                          |
| 0.4004        | 67.0  | 1340 | 2.3123          | 0.1198   | 0.1902        | 0.5464           | [0.47177123271687077, 0.5060480122819327, 0.7995278839581804, 0.5500466588225748, 0.5284249767008388, 0.630387599443649, 0.6124143486365491, 0.4109636653898336, 0.2404722601019163, 0.0, 0.0, 0.0, 0.2616311107612375, 0.0, 0.0, 0.0, nan, nan, 0.18337706146926536, 0.1829938131884714, 0.0029378531073446326, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.008456201214223764, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                      | [0.8008158790306285, 0.751032432624871, 0.9804507427010415, 0.6691240145556359, 0.8945049991804622, 0.6757666121285691, 0.6474650478493714, 0.7167133481041762, 0.5571862137779071, nan, 0.0, 0.0, 0.30530038581664526, nan, 0.0, 0.0, nan, nan, 0.2, 0.3965015530488802, 0.0032098765432098763, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.008456201214223764, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                      |
| 1.3035        | 68.0  | 1360 | 2.3385          | 0.1123   | 0.1814        | 0.5138           | [0.43876686129489684, 0.3503485421986485, 0.7545528936035504, 0.527061209607584, 0.5138799149466067, 0.466013479939353, 0.5845041483523629, 0.41335588697765285, 0.28516947273506676, 0.0, 0.0, 0.0, 0.2761651346557007, 0.0, 0.0, 0.0, nan, nan, 0.15336019499577178, 0.17884587710461938, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                       | [0.7632950469060419, 0.7595500017800563, 0.9803964176509848, 0.6226572560562483, 0.8962260285199147, 0.48260938407135695, 0.6134327624891499, 0.7253124869361649, 0.534708075222772, nan, 0.0, 0.0, 0.31462428807642845, nan, 0.0, 0.0, nan, nan, 0.1575370464997445, 0.4063429785842733, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                                                         |
| 1.131         | 69.0  | 1380 | 2.3081          | 0.1232   | 0.1926        | 0.5530           | [0.4694465352589735, 0.5115701933072546, 0.7637399828363531, 0.5646014955451063, 0.5260253995260376, 0.6221955194153183, 0.656555621898742, 0.40418923551594105, 0.27240130916065014, 0.0, 0.0, 0.0, 0.20702694186229714, 0.0, 0.0, 4.9317770836758175e-05, nan, nan, 0.21009686500930477, 0.21123492509095076, 0.0010926573426573427, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                 | [0.7985951195308796, 0.7577254441240343, 0.9807456501156347, 0.6863763017736877, 0.8868218324864776, 0.6649953378723105, 0.6963298194662052, 0.7393210986162786, 0.5432586371762358, nan, 0.0, 0.0, 0.24141098658827853, nan, 0.0, 4.9464954080034296e-05, nan, nan, 0.2249872253449157, 0.48219715546836683, 0.0012345679012345679, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                   |
| 0.8241        | 70.0  | 1400 | 2.2769          | 0.1196   | 0.1899        | 0.5384           | [0.4431635858332263, 0.3813978939501114, 0.7576385354608868, 0.5747038901601831, 0.5254727339270465, 0.5959893171055877, 0.6326129156156249, 0.42179106457294024, 0.28142372443672936, 0.0, 0.0, 0.0, 0.2801023771667895, 0.0, 0.0, 0.0, nan, nan, 0.17680115273775215, 0.1874077365169908, 0.0, nan, 7.209285559801023e-05, 0.0, nan, nan, nan, 0.0, 0.0, 0.003686036426712923, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                    | [0.7592836750168558, 0.7630300117483713, 0.9820184084312478, 0.7042971431648188, 0.8824987706933289, 0.6271749265494977, 0.6653764896631164, 0.7178629655950838, 0.5437021023018612, nan, 0.0, 0.0, 0.33175638434686755, nan, 0.0, 0.0, nan, nan, 0.18809402146142054, 0.4275298348863822, 0.0, nan, 7.209285559801023e-05, 0.0, nan, nan, nan, 0.0, 0.0, 0.003686036426712923, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                     |
| 0.7427        | 71.0  | 1420 | 2.3098          | 0.1157   | 0.1860        | 0.5216           | [0.4237698317843897, 0.3495921808719282, 0.7798159475123289, 0.5421869088157397, 0.520287815177033, 0.4794935783248802, 0.6015742791485998, 0.43494466976105217, 0.28261462686138517, 0.0, 0.0, 0.0, 0.2999076948896534, 0.0, 0.0, 0.00037800969677048235, nan, nan, 0.16605996742983045, 0.20478296931158418, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.004954376365789781, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                   | [0.7696792302967614, 0.7694382142475702, 0.9805283499154082, 0.6494083968609362, 0.8785240124569743, 0.4960591826322549, 0.631666293625361, 0.7200033443417917, 0.5454898210895384, nan, 0.0, 0.0, 0.3283115928715782, nan, 0.0, 0.00037923131461359624, nan, nan, 0.17715891670924885, 0.4843550760176557, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.008566483991923854, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                      |
| 1.566         | 72.0  | 1440 | 2.3190          | 0.1120   | 0.1864        | 0.5263           | [0.4373654256283177, 0.35943851919738007, 0.7500014758230665, 0.5608934692438664, 0.5229674253649768, 0.4826845330417758, 0.6314213661553789, 0.41965953487923685, 0.28874693169790644, 0.0, 0.0, 0.0, 0.2512965050732807, 0.0, 0.0, 0.0022240756185710315, nan, nan, 0.1139027647262476, 0.20481242650194487, 0.00046072333563695, nan, 0.004253478480282604, 0.0, nan, nan, nan, 0.0, 0.0, 0.00997398091934085, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                   | [0.7676665419573494, 0.7609740467798782, 0.9859841370853835, 0.6710668599042486, 0.8821914440255696, 0.5009632131735895, 0.6642955797334847, 0.7278876301157978, 0.5330727975720284, nan, 0.0, 0.0, 0.30713760793679956, nan, 0.0, 0.0022424112516282214, nan, nan, 0.11768012263668881, 0.518195193722413, 0.0004938271604938272, nan, 0.004253478480282604, 0.0, nan, nan, nan, 0.0, 0.0, 0.00997398091934085, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                    |
| 1.2862        | 73.0  | 1460 | 2.2980          | 0.1124   | 0.1864        | 0.5217           | [0.4428383658588123, 0.3297932945840871, 0.7508277850963079, 0.5679300377103784, 0.5160155000177753, 0.4829539723632451, 0.6116315581525921, 0.4191136309808641, 0.26960978325764234, 0.0, 0.0, 0.0, 0.3162933834843563, 0.0, 0.0, 0.006407315154693235, nan, nan, 0.15740957372139816, 0.16790817752783121, 0.0, nan, 0.017086006776728425, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                     | [0.742141812499875, 0.7625493965609313, 0.9819718441026278, 0.694668168296174, 0.8921693165054909, 0.5054274203479883, 0.6422734047025042, 0.7249696919025125, 0.5569783395002702, nan, 0.0, 0.0, 0.42485761528568805, nan, 0.0, 0.006446932348431136, nan, nan, 0.171895758814512, 0.3338564655877064, 0.0, nan, 0.017086006776728425, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                                          |
| 0.6826        | 74.0  | 1480 | 2.3031          | 0.1170   | 0.1923        | 0.5450           | [0.44562401126783713, 0.3838020866209185, 0.7569199048941381, 0.6149689667761957, 0.5184684091426108, 0.47351904866769434, 0.7401133423678699, 0.4184210717073041, 0.2869985697745692, 0.0, 0.0, 0.0, 0.23507034165948895, 0.0, 0.0, 0.0020640172984306916, nan, nan, 0.158496484039055, 0.2062718972290052, 0.007078080070780801, nan, 0.012472064018455771, 0.0, nan, nan, nan, 0.0, 0.0, 0.006287944492627927, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                   | [0.7811091393256494, 0.7576364413115454, 0.9857745976065935, 0.7557803014326802, 0.8872111129323061, 0.4917797012719692, 0.7870989578499719, 0.7239204046653568, 0.5255893235771005, nan, 0.0, 0.0, 0.300845122175271, nan, 0.0, 0.0020775280713614406, nan, nan, 0.16009197751660706, 0.5081902893575282, 0.007901234567901235, nan, 0.012472064018455771, 0.0, nan, nan, nan, 0.0, 0.0, 0.006287944492627927, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                     |
| 0.6777        | 75.0  | 1500 | 2.2864          | 0.1165   | 0.1882        | 0.5351           | [0.43317846375874874, 0.3231523533115507, 0.8116386801656577, 0.6149639445074856, 0.5114990237229478, 0.42548562880649643, 0.7283836000103732, 0.4361287247221764, 0.29211728865194214, 0.0, 0.0, 0.0, 0.3032271672642902, 0.0, 0.0, 0.00013114109142173337, nan, nan, 0.17314028956565153, 0.17772874374816122, 0.0, nan, 0.006199985581428881, 0.0, nan, nan, nan, 0.0, 0.0, 0.0019514310494362533, 0.002988011514776081, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                              | [0.7830698098749772, 0.771983694684752, 0.9749251090381362, 0.7538150213802727, 0.8963284707425012, 0.4378573564856354, 0.7666599337260276, 0.6961122026671126, 0.5315345279175154, nan, 0.0, 0.0, 0.3301488149917325, nan, 0.0, 0.00013190654421342478, nan, nan, 0.1772100153295861, 0.39503024358345595, 0.0, nan, 0.006199985581428881, 0.0, nan, nan, nan, 0.0, 0.0, 0.0019514310494362533, 0.004730314392846842, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                   |
| 0.9516        | 76.0  | 1520 | 2.2835          | 0.1173   | 0.1867        | 0.5260           | [0.4271309237684411, 0.33374295325724646, 0.7767308706153525, 0.579588417655484, 0.5138108189785434, 0.4425462992562283, 0.6898272672149753, 0.429797187942545, 0.29707583802203025, 0.0, 0.0, 0.0, 0.2661714892054034, 0.0, 0.0, 0.0012151067323481117, nan, nan, 0.17299085425179997, 0.18723565166241843, 0.011245865490628445, nan, 0.007209285559801023, 0.0, nan, nan, nan, 0.0, 0.0, 0.010841283607979185, 0.003128879215059432, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010092712122990259, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.764083316494241, 0.7735056427783118, 0.9833222096326074, 0.6954130004621549, 0.870861334207507, 0.45665980542214246, 0.7266498889064794, 0.7105012332260358, 0.5195193946701036, nan, 0.0, 0.0, 0.29955906669116295, nan, 0.0, 0.0012201355339741793, nan, nan, 0.18170669391926417, 0.43710969429458885, 0.012592592592592593, nan, 0.007209285559801023, 0.0, nan, nan, nan, 0.0, 0.0, 0.010841283607979185, 0.005307182001730603, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010092712122990259, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
| 0.9461        | 77.0  | 1540 | 2.3149          | 0.1174   | 0.1888        | 0.5406           | [0.4572800035846911, 0.4289157713277742, 0.8200153855104693, 0.5723963999604391, 0.5259764006046126, 0.5030345926610326, 0.6486773528406088, 0.414839661817553, 0.2638398987587173, 0.0, 0.0, 0.0, 0.2600372557568071, 0.0, 0.0, 0.0033624418509752715, nan, nan, 0.18639822753106638, 0.18690551457674745, 0.004904051172707889, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.006071118820468344, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                     | [0.8166933091117162, 0.761783972373527, 0.9844397535194872, 0.6751724106986615, 0.8840558924766432, 0.5220219559824775, 0.683533592824505, 0.7320764182099411, 0.5431754874651811, nan, 0.0, 0.0, 0.3013503582583134, nan, 0.0, 0.0033965935134956885, nan, nan, 0.19775166070516095, 0.4349517737453, 0.005679012345679012, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.006071118820468344, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                                          |
| 0.7559        | 78.0  | 1560 | 2.2865          | 0.1134   | 0.1884        | 0.5212           | [0.4397921878006542, 0.33440397455776716, 0.7669695447143644, 0.5753140266483125, 0.5200850384082314, 0.46154173040965496, 0.6091394071876545, 0.4309718643097186, 0.2738191783886574, 0.0, 0.0, 0.0, 0.29398156926694224, 0.0, 0.0, 0.003098196523497375, nan, nan, 0.1789303233795304, 0.19658449391098595, 0.0035018603633180127, nan, 0.010741835484103525, 0.0, nan, nan, nan, 0.0, 0.0, 0.0032523850823937554, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.00246449947189297, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                | [0.7545060410660446, 0.7524297767809462, 0.9832678845825508, 0.6900959756628333, 0.9072078347811834, 0.4776921588290143, 0.6389214920924342, 0.7173111491994482, 0.5427735971950831, nan, 0.0, 0.0, 0.3560536468859085, nan, 0.0, 0.0031327804250688386, nan, nan, 0.19197751660705162, 0.4998201732875593, 0.003950617283950617, nan, 0.010741835484103525, 0.0, nan, nan, nan, 0.0, 0.0, 0.0032523850823937554, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.00246449947189297, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   |
| 0.711         | 79.0  | 1580 | 2.3068          | 0.1131   | 0.1813        | 0.5218           | [0.41650080298652353, 0.3110719490047162, 0.748161656220861, 0.5650459527129342, 0.5206854136473797, 0.4233181676694198, 0.7037597805628004, 0.42951210777712207, 0.29600824192063774, 0.0, 0.0, 0.0, 0.2846214031122316, 0.0, 0.0, 6.576135205339822e-05, nan, nan, 0.08468858567040935, 0.18103499231587658, 0.007370474745285064, nan, 0.0038930142022925527, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.001232249735946485, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                | [0.7674044523226944, 0.7713784755598276, 0.9838499386903007, 0.6764152932888827, 0.8759629568923127, 0.43664344399289245, 0.740941920198276, 0.7119727436143974, 0.4857744702670492, nan, 0.0, 0.0, 0.30075326106926326, nan, 0.0, 6.595327210671239e-05, nan, nan, 0.085947879407256, 0.4005558280202714, 0.008395061728395062, nan, 0.0038930142022925527, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.001232249735946485, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                    |
| 0.9981        | 80.0  | 1600 | 2.2532          | 0.1153   | 0.1934        | 0.5432           | [0.4458029158166348, 0.3678584734766242, 0.7590219446239261, 0.6020676893073351, 0.5286565513852203, 0.5224314960629921, 0.7514302664499987, 0.4290103843479691, 0.2741238697885657, 0.0, 0.0, 0.0, 0.24259656652360514, 0.0, 0.0, 0.004040436821523033, nan, nan, 0.14612624842431882, 0.19157584977181477, 0.006993006993006993, nan, 0.026530170860067766, 0.0, nan, nan, nan, 0.0, 0.0, 0.004553339115351257, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                   | [0.7528494745202859, 0.7645252589981844, 0.9845949679482204, 0.7313803175856669, 0.8816177675790854, 0.5471578614028606, 0.7951839457579745, 0.7196689101626186, 0.548718801535498, nan, 0.0, 0.0, 0.31154694102516994, nan, 0.0, 0.004105591188642847, nan, nan, 0.1540112416964742, 0.5023377472617296, 0.008148148148148147, nan, 0.026530170860067766, 0.0, nan, nan, nan, 0.0, 0.0, 0.004553339115351257, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                      |
| 0.7952        | 81.0  | 1620 | 2.3099          | 0.1146   | 0.1828        | 0.5266           | [0.4206710284492875, 0.340667198371882, 0.7803153150375801, 0.5743839332955581, 0.5180696661828738, 0.43124709017986423, 0.706402223974109, 0.4254762683151544, 0.2792312238622846, 0.0, 0.0, 0.0, 0.2677572823637426, 0.0, 0.0, 0.004003922209511358, nan, nan, 0.08193035919468451, 0.17474005738792386, 0.027233340210439445, nan, 0.005695335592242809, 0.0, nan, nan, nan, 0.0, 0.0, 0.006071118820468344, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                     | [0.775295150941622, 0.7717344868097832, 0.9821736228599811, 0.6868025611457852, 0.8776020324536962, 0.44406326419310005, 0.7435350122011802, 0.7181639563563397, 0.5172466359012736, nan, 0.0, 0.0, 0.294690428072754, nan, 0.0, 0.004039637916536134, nan, nan, 0.08380173735309146, 0.37034494033022725, 0.03259259259259259, nan, 0.005695335592242809, 0.0, nan, nan, nan, 0.0, 0.0, 0.006071118820468344, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                      |
| 1.0582        | 82.0  | 1640 | 2.3026          | 0.1121   | 0.1868        | 0.5259           | [0.43605660233462673, 0.3440773903113156, 0.7600681100072547, 0.5557093141661413, 0.5127531839581718, 0.47327104072782206, 0.6784903679380748, 0.4231681971967134, 0.26271020529403427, 0.0, 0.0, 0.0, 0.24570966380644255, 0.0, 0.0, 0.004267076480397606, nan, nan, 0.1184640522875817, 0.18999786583196984, 0.02681694520015546, nan, 0.011823228318073678, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0003520713531275672, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                 | [0.7549902066506745, 0.7401295880949837, 0.9838344172474274, 0.6684823820271101, 0.9081912801180134, 0.49054379761087946, 0.7196785657744611, 0.7320220726558254, 0.5392951676159592, nan, 0.0, 0.0, 0.320916773837957, nan, 0.0, 0.004303451004962984, nan, nan, 0.12595809913132344, 0.4366192578061141, 0.034074074074074076, nan, 0.011823228318073678, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0003520713531275672, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                    |
| 0.7299        | 83.0  | 1660 | 2.2773          | 0.1162   | 0.1850        | 0.5304           | [0.43093696186345337, 0.35399794518553646, 0.7793793485622806, 0.5676000762765318, 0.5227201991907874, 0.5029286790472483, 0.6638096177507359, 0.4284210153327495, 0.27570550031611013, 0.0, 0.0, 0.0, 0.24396962184708615, 0.0, 0.0, 0.00764518500367557, nan, nan, 0.11500449236298294, 0.17891543657743308, 0.032379817242749305, nan, 0.0028116213683223993, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0011177041042752182, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.006337284356296209, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]              | [0.774032719189963, 0.7574584356865677, 0.9823443587315877, 0.6944886906658171, 0.8946689067366006, 0.5226596998645344, 0.6980330714765339, 0.7076209188579072, 0.5318255519062072, nan, 0.0, 0.0, 0.28476942862392063, nan, 0.0, 0.0077165328364853505, nan, nan, 0.11773122125702606, 0.3741049534085336, 0.040246913580246915, nan, 0.0028116213683223993, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.001961349870204788, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.006337284356296209, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  |
| 0.9209        | 84.0  | 1680 | 2.2672          | 0.1160   | 0.1890        | 0.5409           | [0.4417155903081007, 0.3642064332784535, 0.7661848122217457, 0.5923347520034254, 0.5262441679626749, 0.5297641143319948, 0.7202535187910698, 0.41960911374775434, 0.26740983697306875, 0.0, 0.0, 0.0, 0.22481951219512195, 0.0, 0.0, 0.007251218041682283, nan, nan, 0.12455774729801773, 0.1834814270944154, 0.038461538461538464, nan, 0.01218369259606373, 0.0, nan, nan, nan, 0.0, 0.0, 0.002818733738074588, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                   | [0.7660439870435689, 0.7619530777172558, 0.9843311034193739, 0.7200193835840786, 0.8873955089329618, 0.552365370067381, 0.7587278017676699, 0.7254671627440324, 0.5355534306184953, nan, 0.0, 0.0, 0.2646059158552269, nan, 0.0, 0.007337301521871754, nan, nan, 0.1313234542667348, 0.4003596534248815, 0.04765432098765432, nan, 0.01218369259606373, 0.0, nan, nan, nan, 0.0, 0.0, 0.002818733738074588, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                         |
| 0.7529        | 85.0  | 1700 | 2.2554          | 0.1216   | 0.1926        | 0.5453           | [0.4379590474070777, 0.37070587415511114, 0.7558051766663695, 0.578122605220759, 0.5271135598408325, 0.5341634765049851, 0.7739094132684616, 0.4244782506741705, 0.27992812757355695, 0.0, 0.0, 0.0, 0.26074475719639584, 0.0, 0.0, 0.003099257809314085, nan, nan, 0.13073338238901153, 0.1902229355676764, 0.04433210188605872, nan, 0.013337178285631893, 0.0, nan, nan, nan, 0.0, 0.0, 0.023200346921075456, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0011735711770918906, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  | [0.7716218946879833, 0.757591939905301, 0.9869154236577832, 0.6939188491894341, 0.8820685133584658, 0.5584701184004504, 0.8197282439580956, 0.7264662848543121, 0.5181612827228759, nan, 0.0, 0.0, 0.3003858166452324, nan, 0.0, 0.0031327804250688386, nan, nan, 0.13617782319877364, 0.4572502860879516, 0.056296296296296296, nan, 0.013337178285631893, 0.0, nan, nan, nan, 0.0, 0.0, 0.023200346921075456, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0011735711770918906, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   |
| 0.722         | 86.0  | 1720 | 2.2581          | 0.1265   | 0.1968        | 0.5532           | [0.4496157217016113, 0.4392746495434607, 0.7885906664434649, 0.5654709445142417, 0.5336566854730281, 0.5462865855456295, 0.7920501444490301, 0.42712405718121865, 0.26826028297644167, 0.0, 0.0, 0.0, 0.2703560807009083, 0.0, 0.0, 0.006717303970203145, nan, nan, 0.13250418560153074, 0.19817553559087767, 0.08851017042330951, nan, 0.016148799653954292, 0.0, nan, nan, nan, 0.0, 0.0, 0.041417591801878734, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                   | [0.8005717955540795, 0.7647388657481576, 0.9870939202508265, 0.6765409276301325, 0.8701442386494017, 0.570455305149452, 0.838147385890304, 0.7234521968145144, 0.5373272911209966, nan, 0.0, 0.0, 0.30897483005695386, nan, 0.0, 0.006809675345018054, nan, nan, 0.14154317833418498, 0.46879189145005723, 0.11925925925925926, nan, 0.016148799653954292, 0.0, nan, nan, nan, 0.0, 0.0, 0.04206418039895923, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                       |
| 1.1873        | 87.0  | 1740 | 2.2951          | 0.1143   | 0.1869        | 0.5285           | [0.4353854449566321, 0.3793701514343463, 0.7891288929811245, 0.5679261969190766, 0.5228571770936935, 0.4681563342776686, 0.623176568515243, 0.42612056137268306, 0.27743022674908474, 0.0, 0.0, 0.0, 0.27504019292604504, 0.0, 0.0, 0.004747454972592013, nan, nan, 0.11343052259408147, 0.20694221129291593, 0.03131153997636865, nan, 0.012832528296445822, 0.0, nan, nan, nan, 0.0, 0.0, 0.008673026886383347, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0012909282948010796, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                 | [0.7947858167493282, 0.7534088077183239, 0.9843931891908672, 0.6742570747838417, 0.8939927880675299, 0.4840564029485758, 0.6539341300039851, 0.7218469127544835, 0.5156252165357059, nan, 0.0, 0.0, 0.3143027742054014, nan, 0.0, 0.0047981005457633265, nan, nan, 0.11967296882984159, 0.5007683504986105, 0.03925925925925926, nan, 0.012832528296445822, 0.0, nan, nan, nan, 0.0, 0.0, 0.008673026886383347, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0012909282948010796, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   |
| 0.4878        | 88.0  | 1760 | 2.2987          | 0.1159   | 0.1910        | 0.5286           | [0.4388454627388517, 0.3929595262343933, 0.7687167152369239, 0.5509031976799287, 0.5241554235088179, 0.5056610471775063, 0.6252944214876033, 0.42538845699905387, 0.26665591563713875, 0.0, 0.0, 0.0, 0.2609942282628933, 0.0, 0.0, 0.004199560511109302, nan, nan, 0.12705293069402301, 0.2121340952571493, 0.05541848548111596, nan, 0.02083483526782496, 0.0, nan, nan, nan, 0.0, 0.0, 0.0071552471812662615, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.027754958338223213, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   | [0.7744628663002747, 0.7417672398447791, 0.9846725751625871, 0.652042231086423, 0.9018398623176529, 0.5262398620713922, 0.6608672391485924, 0.7292546298231679, 0.5270444435205588, nan, 0.0, 0.0, 0.3219272460040419, nan, 0.0, 0.004253986050882949, nan, nan, 0.13479816044966786, 0.5546836684649338, 0.07209876543209877, nan, 0.02083483526782496, 0.0, nan, nan, nan, 0.0, 0.0, 0.0071552471812662615, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.027754958338223213, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                      |
| 0.4296        | 89.0  | 1780 | 2.2733          | 0.1200   | 0.1920        | 0.5462           | [0.44493791270873195, 0.4272294467484518, 0.7763258607915057, 0.5748749556055405, 0.5301673896586117, 0.5761123139150429, 0.7125678940955371, 0.4254327695760127, 0.2621736252752151, 0.0, 0.0, 0.0, 0.2700023978898569, 0.0, 0.0, 0.006553956013499193, nan, nan, 0.12422269010429418, 0.18571781351229646, 0.036449147560258674, nan, 0.016076706798356283, 0.0, nan, nan, nan, 0.0, 0.0, 0.021248915871639202, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.009095176622462153, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  | [0.7839060958847927, 0.7435828972195522, 0.9839120244617939, 0.6972302114695179, 0.9039501721029339, 0.6039038722049225, 0.7534324349406865, 0.7148572384097654, 0.5379647722390831, nan, 0.0, 0.0, 0.3103068160940658, nan, 0.0, 0.006628303846724595, nan, nan, 0.1296371997956055, 0.4180153670099722, 0.045925925925925926, nan, 0.016076706798356283, 0.0, nan, nan, nan, 0.0, 0.0, 0.021248915871639202, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.009095176622462153, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                     |
| 1.0078        | 90.0  | 1800 | 2.2804          | 0.1165   | 0.1889        | 0.5324           | [0.44330500045003357, 0.3748889036280427, 0.7830080509708889, 0.5802858069591348, 0.5248663515460358, 0.529201248762659, 0.6348420740370654, 0.4252631163045679, 0.2751809029698986, 0.0, 0.0, 0.0, 0.28357219172530673, 0.0, 0.0, 0.007752315943442224, nan, nan, 0.13426455236864343, 0.18596883577061035, 0.019801980198019802, nan, 0.02422319948093144, 0.0, nan, nan, nan, 0.0, 0.0, 0.010624457935819601, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.005809177326604858, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   | [0.7686008614946311, 0.754592545124426, 0.9804585034224782, 0.6983743813630429, 0.9031920996557942, 0.5502190320367341, 0.665922403768991, 0.7199197357969984, 0.5307030308069679, nan, 0.0, 0.0, 0.3535274664706963, nan, 0.0, 0.007864927698725453, nan, nan, 0.13801737353091467, 0.41870197809383686, 0.023703703703703703, nan, 0.02422319948093144, 0.0, nan, nan, nan, 0.0, 0.0, 0.010624457935819601, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.005809177326604858, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                      |
| 1.1523        | 91.0  | 1820 | 2.2771          | 0.1162   | 0.1883        | 0.5355           | [0.44356104124092166, 0.3959420659152648, 0.7836141332888502, 0.5776179721859027, 0.5290058173574, 0.5093162704428617, 0.65769458558025, 0.42541272998508206, 0.2685837466185753, 0.0, 0.0, 0.0, 0.28818591693852863, 0.0, 0.0, 0.0066899455014195735, nan, nan, 0.10352279008995427, 0.18695708920051626, 0.034565434565434566, nan, 0.013409271141229905, 0.0, nan, nan, nan, 0.0, 0.0, 0.0067215958369470944, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                    | [0.7855606617463172, 0.7744579728719427, 0.9843311034193739, 0.697737235775276, 0.8700827733158498, 0.5289887581147411, 0.6911108806140441, 0.7152752811337318, 0.528360980612259, nan, 0.0, 0.0, 0.3611060077163329, nan, 0.0, 0.006760210390938021, nan, nan, 0.10526315789473684, 0.42151381396109205, 0.04271604938271605, nan, 0.013409271141229905, 0.0, nan, nan, nan, 0.0, 0.0, 0.0067215958369470944, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                      |
| 0.743         | 92.0  | 1840 | 2.2784          | 0.1173   | 0.1898        | 0.5372           | [0.44297141865850415, 0.4109559572240574, 0.7700533135785677, 0.5607219207367209, 0.5303280100396172, 0.5483515373870311, 0.6723685368593809, 0.4230180639002475, 0.26155646972854474, 0.0, 0.0, 0.0, 0.276167203524751, 0.0, 0.0, 0.006491176566526405, nan, nan, 0.11738520346446026, 0.18905414143789312, 0.041066973709460754, nan, 0.01492322110878812, 0.0, nan, nan, nan, 0.0, 0.0, 0.010841283607979185, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 5.867855885459453e-05, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  | [0.776529573114005, 0.765112677560611, 0.9841914104335139, 0.6731712351201827, 0.883133912473365, 0.5732217941274784, 0.7089786492993192, 0.7187575770243719, 0.5357197300406048, nan, 0.0, 0.0, 0.3425959948557781, nan, 0.0, 0.0065623505746178834, nan, nan, 0.12396525293817066, 0.4205983325159392, 0.05283950617283951, nan, 0.01492322110878812, 0.0, nan, nan, nan, 0.0, 0.0, 0.010841283607979185, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 5.867855885459453e-05, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                       |
| 0.5883        | 93.0  | 1860 | 2.2747          | 0.1167   | 0.1895        | 0.5361           | [0.4407835360670533, 0.3999137287278698, 0.7661070437521538, 0.5584925265467375, 0.5304448780969789, 0.5495334415939553, 0.6671909519399417, 0.42287425827617353, 0.26766381568915565, 0.0, 0.0, 0.0, 0.2689041349898016, 0.0, 0.0, 0.006812454272010405, nan, nan, 0.11571260537149579, 0.19108243972600789, 0.03496233339772069, nan, 0.012832528296445822, 0.0, nan, nan, nan, 0.0, 0.0, 0.012359063313096271, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.00557446309118648, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   | [0.7729023325977484, 0.7673911495603261, 0.9834463811755941, 0.6704521490202765, 0.8799377151286675, 0.5745104765926005, 0.7039780760895081, 0.7182851887462899, 0.5351792569187489, nan, 0.0, 0.0, 0.3330424398309756, nan, 0.0, 0.006908605253178123, nan, nan, 0.12064384261624936, 0.43871178682360634, 0.04469135802469136, nan, 0.012832528296445822, 0.0, nan, nan, nan, 0.0, 0.0, 0.012359063313096271, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.00557446309118648, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                     |
| 0.4047        | 94.0  | 1880 | 2.2667          | 0.1175   | 0.1903        | 0.5367           | [0.4455323148048152, 0.39495126944569275, 0.7794861694139081, 0.5678054619053107, 0.5299121844127332, 0.5317668712692395, 0.6686780089784662, 0.4216347906062037, 0.27786101857643686, 0.0, 0.0, 0.0, 0.2681621112158341, 0.0, 0.0, 0.007350912778904665, nan, nan, 0.12387166405023547, 0.1945332304640141, 0.04183693325549718, nan, 0.019104606733472713, 0.0, nan, nan, nan, 0.0, 0.0, 0.0093235039028621, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.006924069944842155, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                     | [0.7758533418429103, 0.7743689700594539, 0.9828177627392243, 0.6854026356290018, 0.8703900999836093, 0.5540279023943984, 0.7041855234497404, 0.720596965009824, 0.5294142102856193, nan, 0.0, 0.0, 0.3267040235164431, nan, 0.0, 0.007469208066085179, nan, nan, 0.1290240163515585, 0.4616642144842243, 0.05308641975308642, nan, 0.019104606733472713, 0.0, nan, nan, nan, 0.0, 0.0, 0.0093235039028621, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.006924069944842155, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                         |
| 0.3465        | 95.0  | 1900 | 2.2603          | 0.1176   | 0.1919        | 0.5373           | [0.4438686686705375, 0.3677503405488672, 0.7705025850886968, 0.5772465659951939, 0.5265400625631174, 0.5378621875368719, 0.6771386216619671, 0.4230695288411698, 0.27498217595893343, 0.0, 0.0, 0.0, 0.27357482404097727, 0.0, 0.0, 0.005233219567690558, nan, nan, 0.14370969294446048, 0.19478851146689743, 0.02800953516090584, nan, 0.021627856679403073, 0.0, nan, nan, nan, 0.0, 0.0, 0.011274934952298352, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.014024175566248093, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  | [0.7610582819324209, 0.7712983730285877, 0.9819252797740078, 0.6984282246521499, 0.8759629568923127, 0.561386147323235, 0.7131767287734948, 0.7267630951883283, 0.5345002009451351, nan, 0.0, 0.0, 0.340988425500643, nan, 0.0, 0.005309238404590347, nan, nan, 0.15258048032703117, 0.4709825077652444, 0.03481481481481481, nan, 0.021627856679403073, 0.0, nan, nan, nan, 0.0, 0.0, 0.011274934952298352, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.014024175566248093, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                       |
| 0.8589        | 96.0  | 1920 | 2.2813          | 0.1159   | 0.1895        | 0.5277           | [0.4381677757040625, 0.33860054813292223, 0.7619732204083106, 0.566984370188444, 0.524945209190081, 0.4927872503482528, 0.6629539775472355, 0.42276616605560163, 0.27821955633097106, 0.0, 0.0, 0.0, 0.29176376347218175, 0.0, 0.0, 0.006457998669457561, nan, nan, 0.14042164913797242, 0.1842745046658223, 0.032009484291641965, nan, 0.02371854949174537, 0.0, nan, nan, nan, 0.0, 0.0, 0.02406764960971379, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.023999530571529162, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                    | [0.754349987695792, 0.7741197621844851, 0.9830893879895075, 0.6774383157819167, 0.873524831994755, 0.5118928238419451, 0.6966628270707886, 0.7264328414363947, 0.5348050832190024, nan, 0.0, 0.0, 0.3680415212199155, nan, 0.0, 0.0065623505746178834, nan, nan, 0.1494123658661216, 0.41386300474088605, 0.04, nan, 0.02371854949174537, 0.0, nan, nan, nan, 0.0, 0.0, 0.02406764960971379, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.023999530571529162, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                                       |
| 0.7205        | 97.0  | 1940 | 2.2796          | 0.1188   | 0.1920        | 0.5359           | [0.43874418749516947, 0.3696224870837383, 0.7617422854431102, 0.5603324853353976, 0.5292202567371848, 0.5325124171312101, 0.7001166679629773, 0.42057483190536143, 0.2770709985037121, 0.0, 0.0, 0.0, 0.2908687615526802, 0.0, 0.0, 0.007644096069444669, nan, nan, 0.15069869831546706, 0.18553231307917534, 0.033405384161917864, nan, 0.02443947804772547, 0.0, nan, nan, nan, 0.0, 0.0, 0.03295750216825672, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.028576458162187537, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                   | [0.7609382408783804, 0.7717344868097832, 0.9841215639405839, 0.6690656843257698, 0.8759219800032781, 0.5550131067363346, 0.737098684892919, 0.7303331800510012, 0.5363294945883397, nan, 0.0, 0.0, 0.3613815910343561, nan, 0.0, 0.007782486108592062, nan, nan, 0.16090955544200305, 0.4019290501880007, 0.04197530864197531, nan, 0.02443947804772547, 0.0, nan, nan, nan, 0.0, 0.0, 0.03295750216825672, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.028576458162187537, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                        |
| 0.6207        | 98.0  | 1960 | 2.2836          | 0.1193   | 0.1916        | 0.5414           | [0.44199294742352024, 0.40929147100785157, 0.7827737352630245, 0.5671364678468073, 0.5299650664724543, 0.5279719540404874, 0.6944316015314524, 0.4226660507812214, 0.277640936433338, 0.0, 0.0, 0.0, 0.2824748349987095, 0.0, 0.0, 0.007705285014437271, nan, nan, 0.11625012446480136, 0.19246599856836077, 0.04353689077249085, nan, 0.0183115853218946, 0.0, nan, nan, nan, 0.0, 0.0, 0.04708423326133909, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.005809177326604858, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                      | [0.7956941273915679, 0.7711025668411122, 0.9826315054247443, 0.6770703866396852, 0.879630388460908, 0.5491150753857251, 0.7297561401689058, 0.7229672672547134, 0.5264208206876481, nan, 0.0, 0.0, 0.3518739665625574, nan, 0.0, 0.007831951062672097, nan, nan, 0.11931527848748084, 0.4219715546836685, 0.05580246913580247, nan, 0.0183115853218946, 0.0, nan, nan, nan, 0.0, 0.0, 0.047267996530789246, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.005809177326604858, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                        |
| 0.8105        | 99.0  | 1980 | 2.2733          | 0.1151   | 0.1916        | 0.5393           | [0.43917891078159205, 0.39038644332967976, 0.7656057420430653, 0.5871201530013086, 0.5281692709916702, 0.5261288235368747, 0.6841231895706826, 0.4260177361916067, 0.2720518573921715, 0.0, 0.0, 0.0, 0.26947899765639083, 0.0, 0.0, 0.006703983337672481, nan, nan, 0.1300769714866631, 0.1963858586696531, 0.032589373888998616, nan, 0.020618556701030927, 0.0, nan, nan, nan, 0.0, 0.0, 0.01647875108412836, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0018190353244924304, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  | [0.7786142860858414, 0.7639734415607533, 0.9834386204541574, 0.7066258654186989, 0.8898950991640715, 0.5471842508048768, 0.7202081024571594, 0.7141340244973037, 0.5292756274338614, nan, 0.0, 0.0, 0.34328495315083596, nan, 0.0, 0.006793187026991377, nan, nan, 0.13730199284619315, 0.46441065881968285, 0.040740740740740744, nan, 0.020618556701030927, 0.0, nan, nan, nan, 0.0, 0.0, 0.01647875108412836, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0018190353244924304, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                  |
| 0.7354        | 100.0 | 2000 | 2.2730          | 0.1175   | 0.1900        | 0.5390           | [0.438325187585632, 0.3919008196683965, 0.7622818920898731, 0.5747310665642869, 0.5292959618082044, 0.539181592585715, 0.6833857586294456, 0.4213673903042783, 0.27816601579704614, 0.0, 0.0, 0.0, 0.27505393943902984, 0.0, 0.0, 0.010165204844279437, nan, nan, 0.1224128607246448, 0.18945112010144316, 0.032754922986937024, nan, 0.017230192487924446, 0.0, nan, nan, nan, 0.0, 0.0, 0.012142237640936688, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010268747799554043, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                    | [0.7763895252176244, 0.7655487913418064, 0.9852623899917736, 0.6918413956180537, 0.8813719062448779, 0.5619095371298887, 0.7199242271221046, 0.723694661594415, 0.5251458584514752, nan, 0.0, 0.0, 0.3396105089105273, nan, 0.0, 0.010338175402727167, nan, nan, 0.12723556463975472, 0.4103318620238679, 0.04148148148148148, nan, 0.017230192487924446, 0.0, nan, nan, nan, 0.0, 0.0, 0.012142237640936688, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010268747799554043, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]                      |


### Framework versions

- Transformers 4.28.0
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3

{"license": "other", "tags": ["generated_from_trainer"], "datasets": ["scene_parse_150"], "model-index": [{"name": "gelu-segformer-b0-scene-parse-150-cvfinal", "results": []}]}
transformers pytorch tensorboard segformer generated_from_trainer dataset:scene_parse_150 license:other endpoints_compatible region:us
TAGS
#transformers #pytorch #tensorboard #segformer #generated_from_trainer #dataset-scene_parse_150 #license-other #endpoints_compatible #region-us 

gelu-segformer-b0-scene-parse-150-cvfinal
=========================================


This model is a fine-tuned version of nvidia/mit-b0 on the scene\_parse\_150 dataset.
It achieves the following results on the evaluation set:


* Loss: 2.2730
* Mean Iou: 0.1175
* Mean Accuracy: 0.1900
* Overall Accuracy: 0.5390
* Per Category Iou: [0.438325187585632, 0.3919008196683965, 0.7622818920898731, 0.5747310665642869, 0.5292959618082044, 0.539181592585715, 0.6833857586294456, 0.4213673903042783, 0.27816601579704614, 0.0, 0.0, 0.0, 0.27505393943902984, 0.0, 0.0, 0.010165204844279437, nan, nan, 0.1224128607246448, 0.18945112010144316, 0.032754922986937024, nan, 0.017230192487924446, 0.0, nan, nan, nan, 0.0, 0.0, 0.012142237640936688, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010268747799554043, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]
* Per Category Accuracy: [0.7763895252176244, 0.7655487913418064, 0.9852623899917736, 0.6918413956180537, 0.8813719062448779, 0.5619095371298887, 0.7199242271221046, 0.723694661594415, 0.5251458584514752, nan, 0.0, 0.0, 0.3396105089105273, nan, 0.0, 0.010338175402727167, nan, nan, 0.12723556463975472, 0.4103318620238679, 0.04148148148148148, nan, 0.017230192487924446, 0.0, nan, nan, nan, 0.0, 0.0, 0.012142237640936688, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.010268747799554043, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]


Model description
-----------------


More information needed


Intended uses & limitations
---------------------------


More information needed


Training and evaluation data
----------------------------


More information needed


Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 6e-05
* train\_batch\_size: 2
* eval\_batch\_size: 2
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 100


### Training results



### Framework versions


* Transformers 4.28.0
* Pytorch 2.0.0+cu118
* Datasets 2.12.0
* Tokenizers 0.13.3



### 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: 100 ### Training results ### Framework versions


* Transformers 4.28.0
* Pytorch 2.0.0+cu118
* Datasets 2.12.0
* Tokenizers 0.13.3
TAGS
#transformers #pytorch #tensorboard #segformer #generated_from_trainer #dataset-scene_parse_150 #license-other #endpoints_compatible #region-us 
 ### 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: 100 ### Training results ### Framework versions


* Transformers 4.28.0
* Pytorch 2.0.0+cu118
* Datasets 2.12.0
* Tokenizers 0.13.3