metadata
library_name: transformers
license: other
base_model: nvidia/mit-b0
tags:
- semantic-segmentation
- generated_from_trainer
datasets:
- scene_parse_150
model-index:
- name: segformer-b0-scene-parse-150
results: []
segformer-b0-scene-parse-150
This model is a fine-tuned version of nvidia/mit-b0 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 2.8276
- Mean Iou: 0.0847
- Mean Accuracy: 0.1725
- Overall Accuracy: 0.4463
- Per Category Iou: [0.17595305333926628, 0.1714434320345959, 0.40358012157980355, 0.7626686568441776, 0.29951573540498067, 0.5003201779515352, 0.4661858117361646, 0.46076289880023674, 0.3484770218847392, 0.02632269248754006, 0.0, 0.0, 0.0, 0.6168138505884297, 0.0, nan, 0.14816793077662643, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3626965034965035, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan]
- Per Category Accuracy: [0.32450659364767254, 0.6526305333907227, 0.5158992921052734, 0.9426500781924162, 0.920036632432786, 0.7940106735763612, 0.664361791111359, 0.6419073888081068, 0.42722494300430636, 0.5422932330827067, nan, nan, 0.0, 0.7074033521435189, 0.0, nan, 0.3295058599936649, 0.0, nan, 0.0, 0.0, 0.0, 0.9908604615619746, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50
Training results
Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
---|---|---|---|---|---|---|---|---|
4.7929 | 1.0 | 20 | 4.9212 | 0.0046 | 0.0383 | 0.0831 | [0.0006482381812288743, 0.17496535022170925, 0.026502639663667664, 0.01249913360903819, 0.10551262755075266, 0.006677699049039716, 0.0013536945213397013, 0.0003374198627825891, 0.008516041124736777, 0.11548941521693565, 0.0, 0.0, 0.03209169657611384, 0.0, 0.0, 0.0, 0.011333372788068887, 0.01496754729808683, nan, 0.0, 0.0, 0.0004213314072469002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 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, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.003484320557491289, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0] | [0.0006825217553809527, 0.9395887825712678, 0.0273639814094571, 0.012520705285675083, 0.657604500556028, 0.006810645050099247, 0.0016543058421160245, 0.0004497144313361016, 0.008707675420079372, 0.12946428571428573, nan, nan, 0.051789445076690505, 0.0, 0.0, nan, 0.015164713335445043, 0.020956658833328375, nan, 0.0, 0.0, 0.0005237168936106539, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0035087719298245615, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
4.2938 | 2.0 | 40 | 4.6725 | 0.0155 | 0.0710 | 0.2114 | [0.021143078427140336, 0.15951753668160995, 0.1218482293664142, 0.54973424950213, 0.09355228029111656, 0.34982300786754994, 0.0, 0.002223404468892413, 0.022928987106571215, 0.06525309119010819, 0.0, 0.0, 0.012231057569388772, 0.0, 0.0, 0.0, 0.011987330020206433, 0.054815621389777844, nan, 0.0, 0.0, 0.004313811508371719, 0.0002121790791427965, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0] | [0.027061175074955514, 0.9875045525278946, 0.1333801093699307, 0.5512482683603398, 0.7697259109046902, 0.562056505770625, 0.0, 0.0033203915513648832, 0.02565861690450055, 0.31743421052631576, nan, nan, 0.019176872250437384, 0.0, 0.0, nan, 0.01738200823566677, 0.06139750721361216, nan, 0.0, 0.0, 0.00441418524614694, 0.00021396912731163074, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
4.0295 | 3.0 | 60 | 4.4390 | 0.0237 | 0.0826 | 0.2615 | [0.106564912025022, 0.16519406473546286, 0.1470070970415064, 0.6710895487491232, 0.11188875388146348, 0.2859248215279314, 0.0, 0.0034266964793670533, 0.010100435853704756, 0.025433024667738068, 0.0, 0.0, 0.015445946133651883, 0.0, 0.0, 0.0, 0.036719826737546764, 0.10566878104317581, nan, 0.0, 0.0, 0.0, 0.001555352241537054, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0] | [0.15447336133839265, 0.9884581001887229, 0.16157081488025204, 0.6832595492281599, 0.8132007588146791, 0.7909619293261859, 0.0, 0.00388253459053501, 0.011251372118551043, 0.23425751879699247, nan, nan, 0.01888811509520493, 0.0, 0.0, nan, 0.05907507127019322, 0.1256209655828896, nan, 0.0, 0.0, 0.0, 0.0015589179275561668, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
4.0967 | 4.0 | 80 | 4.2901 | 0.0309 | 0.0863 | 0.2864 | [0.19380246657684735, 0.15439126721168375, 0.12598274313006286, 0.7704936874491636, 0.11988372317413981, 0.4252489692356486, 0.04001064191436215, 0.0, 0.02451647348569657, 0.019438267029075036, 0.0, 0.0, 0.024633969414795186, 0.0, 0.0, 0.0, 0.014241412213740458, 0.0, nan, 0.0, 0.0003933099844548911, 7.124536905101169e-05, 0.0019949220166848025, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.311481803482486, 0.8713836373870145, 0.13620426144025893, 0.864404762298361, 0.8940406881664159, 0.796839527890364, 0.05031692038885481, 0.0, 0.030049396267837543, 0.22180451127819548, nan, nan, 0.028264229782752705, 0.0, 0.0, nan, 0.023637947418435223, 0.0, nan, 0.0, 0.0003933099844548911, 7.481669908723627e-05, 0.0020174232003668043, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
3.7814 | 5.0 | 100 | 4.0730 | 0.0339 | 0.0944 | 0.3051 | [0.19192581210992207, 0.1696831807810328, 0.1919760181889074, 0.8098564684564399, 0.11809835946537814, 0.4140748509570614, 0.029524401819907696, 0.0003279955101059061, 0.031942157130401855, 0.023966170344487465, 0.0, 0.0, 0.015594422700587083, 0.0, 0.0, 0.0, 0.00017555666091230944, 2.612876254180602e-05, nan, 0.0, 0.0, 0.0, 0.004931083650190114, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.28671601407294856, 0.8568486574181373, 0.22228910717705969, 0.8984225961204659, 0.9362595669523124, 0.7954132147908668, 0.03353222178850908, 0.0003372858235020762, 0.0382821075740944, 0.5366541353383458, nan, nan, 0.01732542931394697, 0.0, 0.0, nan, 0.00023756731073804245, 2.974685427016093e-05, nan, 0.0, 0.0, 0.0, 0.005074125019104386, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
4.1209 | 6.0 | 120 | 3.9484 | 0.0397 | 0.1054 | 0.3402 | [0.1965786002637995, 0.21297891773302072, 0.2640664201663395, 0.7607468625984617, 0.13663261822448428, 0.38878321393551984, 0.13392264874686355, 0.0, 0.05788263886855436, 0.02982642082950046, 0.0, 0.0, 0.0363699456351108, 0.0, 0.0, nan, 9.640412609659693e-05, 0.0, nan, 0.0, 0.0, 0.0, 0.006222624981120676, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.39961648777554787, 0.7488991159818561, 0.32131423724440933, 0.9215364727120039, 0.9110616864002093, 0.8624321015534927, 0.17262402646889347, 0.0, 0.08345647217765768, 0.7008928571428571, nan, nan, 0.037385558745095374, 0.0, 0.0, nan, 0.00015837820715869496, 0.0, nan, 0.0, 0.0, 0.0, 0.006296805746599419, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
3.3044 | 7.0 | 140 | 3.8636 | 0.0428 | 0.1085 | 0.3487 | [0.16576404907565273, 0.20784449879777797, 0.2909576074916927, 0.8137745399221744, 0.1498297460640557, 0.45403419005177315, 0.17912254160363086, 0.0, 0.061274529003955976, 0.034434912839035776, 0.0, 0.0, 0.004491313503553567, 0.0, 0.0, 0.0, 0.00985362370581935, 0.0, nan, 0.0, 0.0, 0.0, 0.024504253404175013, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3223127737196623, 0.79678839850346, 0.38401823092769, 0.9195957137992257, 0.9360502387649637, 0.8458749836568291, 0.25309020613766053, 0.0, 0.08255931774043739, 0.7347274436090225, nan, nan, 0.004637100198732866, 0.0, 0.0, nan, 0.010928096293949953, 0.0, nan, 0.0, 0.0, 0.0, 0.025798563350145194, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.9797 | 8.0 | 160 | 3.7150 | 0.0477 | 0.1142 | 0.3718 | [0.17349784881152971, 0.24180863410952122, 0.33159345126176193, 0.8008852317708038, 0.16077195280590198, 0.47722259645229886, 0.19005555777609018, 0.00038109756097560977, 0.08528379685525266, 0.030904017522277897, 0.0, 0.0, 0.005091023721333438, 0.0, 0.0, nan, 0.044031095584301135, 0.0, nan, 0.0, 0.0, 0.0, 0.08380433665604768, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.34469786224435905, 0.7891401516405655, 0.4663486156768779, 0.9338554977699457, 0.9248904297769347, 0.8589019766322371, 0.2651536273908437, 0.0003897525071579547, 0.12749092290804695, 0.7260338345864662, nan, nan, 0.005486385949416541, 0.0, 0.0, nan, 0.055392777953753566, 0.0, nan, 0.0, 0.0, 0.0, 0.09970961332721993, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
3.3679 | 9.0 | 180 | 3.5922 | 0.0497 | 0.1156 | 0.3579 | [0.18974382114265223, 0.19591124629211834, 0.29249143689112017, 0.7560087805343613, 0.14935343382222935, 0.44060871082096725, 0.39616134776832407, 1.4739262447307136e-05, 0.07425568891100903, 0.02906222136947959, 0.0, 0.0, 0.0014380212827149843, 0.0, 0.0, nan, 0.08238319494361135, 0.0, nan, 0.0, 0.0, 0.0, 0.1284169726642187, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.32458784623759884, 0.6721981260139721, 0.39420472268585655, 0.9428220023209757, 0.9614836135278341, 0.88564534724781, 0.5210134017360918, 1.499048104453672e-05, 0.09605885333108165, 0.6050281954887218, nan, nan, 0.0014437857761622475, 0.0, 0.0, nan, 0.10528191320874247, 0.0, nan, 0.0, 0.0, 0.0, 0.15393550359162464, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
3.5591 | 10.0 | 200 | 3.5391 | 0.0597 | 0.1291 | 0.3800 | [0.1785016423523809, 0.18199841749825407, 0.3500326754863677, 0.7412296358378213, 0.16233436125672027, 0.4883503659482613, 0.4386743858732715, 0.05958882849802868, 0.12066853824347012, 0.029882131592053565, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.05181347150259067, 0.0, nan, 0.0, 0.0, 0.0, 0.29917955569258176, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.31063271391775615, 0.6747409197761812, 0.467933658811159, 0.9473978291272536, 0.8856806436841761, 0.8604887499554277, 0.5619621182549861, 0.0676295552324274, 0.18509879253567507, 0.7612781954887218, nan, nan, 0.0, 0.0, 0.0, nan, 0.06929046563192905, 0.0, nan, 0.0, 0.0, 0.0, 0.5339141066788935, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
3.2468 | 11.0 | 220 | 3.4013 | 0.0595 | 0.1286 | 0.3891 | [0.16826068925263551, 0.22437480566783635, 0.3513658714374534, 0.7237827478623187, 0.17199090148427512, 0.45228102687087807, 0.38328711872951854, 0.03855077136588887, 0.10306458631192889, 0.026574599082328974, 0.0, 0.0, 0.0001868428651504085, 0.0, 0.0, nan, 0.15432408336119469, 0.0, nan, 0.0, 0.0, 0.0, 0.2939863905434562, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2670244489043088, 0.668986524517432, 0.5445258356167596, 0.9464820025193498, 0.917027539739648, 0.8876659574720978, 0.5087269280098143, 0.04122382287247598, 0.12249852233386811, 0.6926691729323309, nan, nan, 0.0001868428651504085, 0.0, 0.0, nan, 0.21931422236300285, 0.0, nan, 0.0, 0.0, 0.0, 0.48729940394314536, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.7119 | 12.0 | 240 | 3.3816 | 0.0645 | 0.1352 | 0.3952 | [0.1455125820503282, 0.2311498356618266, 0.32491935548883644, 0.7878975606747809, 0.18480729388863484, 0.47640602573050134, 0.3884664730906881, 0.15417917835340703, 0.1540278781968288, 0.022401612777087444, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.11326139010069866, 0.0, nan, 0.0, 0.0, 0.0, 0.3726635017359881, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.1970537810892722, 0.6910969109028905, 0.5514093398324662, 0.9292928958966339, 0.9464643160855629, 0.8600370841405869, 0.5346567780070262, 0.1751038090812334, 0.1933737228742717, 0.605733082706767, nan, nan, 0.0, 0.0, 0.0, nan, 0.13671998732974341, 0.0, nan, 0.0, 0.0, 0.0, 0.803820877273422, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.6373 | 13.0 | 260 | 3.3165 | 0.0645 | 0.1416 | 0.4096 | [0.2127017458564679, 0.2655555009796377, 0.36255348660877756, 0.7552901600646384, 0.1839482261797912, 0.4485140693032288, 0.44502866959166143, 0.08988686913064968, 0.17484170979691563, 0.0243537566668525, 0.0, 0.0, 0.000203828580164082, 0.0, 0.0, nan, 0.09821661876143194, 0.0, nan, 0.0, 0.0, 0.0, 0.35483993132700464, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3341472134424285, 0.6444128066748336, 0.5476353345398685, 0.9457314875735223, 0.9679597043239354, 0.8839991442121403, 0.7126712392423651, 0.0981426793985819, 0.2107257451659208, 0.6158364661654135, nan, nan, 0.000203828580164082, 0.0, 0.0, nan, 0.11906081723154893, 0.0, nan, 0.0, 0.0, 0.0, 0.859208314228947, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
3.2792 | 14.0 | 280 | 3.2334 | 0.0691 | 0.1414 | 0.4088 | [0.13771837962732092, 0.25163359893057535, 0.3170624255144576, 0.796687408129105, 0.2060449246351221, 0.47490452718939347, 0.43827432684238227, 0.22600468632565543, 0.2127882066736865, 0.02807938262549459, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.14805400587594494, 0.0, nan, 0.0, 0.0, 0.0, 0.4257755497948463, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.16829442688485696, 0.7578651127371453, 0.5724800550367628, 0.9300169609765291, 0.9251520900111205, 0.8491614467569206, 0.5727244000817859, 0.268209686848851, 0.3092755214050494, 0.6386278195488722, nan, nan, 0.0, 0.0, 0.0, nan, 0.17758156477668674, 0.0, nan, 0.0, 0.0, 0.0, 0.7580926180651077, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.7778 | 15.0 | 300 | 3.2047 | 0.0637 | 0.1432 | 0.4070 | [0.1678508269403208, 0.20544342273710073, 0.354068364463356, 0.7035844188749022, 0.2075920065307583, 0.45160645517947884, 0.46007498452989065, 0.27983409373703855, 0.17210409021598888, 0.02788402960181366, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.06710091322706295, 0.0, nan, 0.0, 0.0, 0.0, 0.3451125640928733, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2190204187758485, 0.6046551667052942, 0.5330982804920474, 0.9548434663871798, 0.9714659514620265, 0.8593179846195904, 0.7048086395657912, 0.3792666656673013, 0.2168158405809339, 0.6560150375939849, nan, nan, 0.0, 0.0, 0.0, nan, 0.08116883116883117, 0.0, nan, 0.0, 0.0, 0.0, 0.8373528962249732, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.8536 | 16.0 | 320 | 3.2808 | 0.0608 | 0.1333 | 0.3979 | [0.1560409506752505, 0.18224809082638083, 0.38337241410787437, 0.7572412279645345, 0.18626022258314281, 0.5055780572727919, 0.28654685259207274, 0.1813150031838294, 0.1724686031685036, 0.025179007846331945, 0.0, 0.0, 0.0, 0.009031388812867098, 0.0, nan, 0.08315173401407135, 0.0, nan, 0.0, 0.0, 0.0, 0.3567410964803529, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2619299115159296, 0.7176108333609245, 0.5253255103995247, 0.9354986956909862, 0.9347419375940341, 0.8456848085768961, 0.3491142958047547, 0.2497039379993704, 0.2084353626614878, 0.5519266917293233, nan, nan, 0.0, 0.009033100311631433, 0.0, nan, 0.10575704783021857, 0.0, nan, 0.0, 0.0, 0.0, 0.8355800091701054, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.6387 | 17.0 | 340 | 3.1741 | 0.0664 | 0.1419 | 0.4080 | [0.1847316303527113, 0.2389540412715693, 0.3611597316843098, 0.7719172168058409, 0.17312301231493346, 0.46554683080699133, 0.4263954562747975, 0.08965973720337321, 0.20689365632478274, 0.026950309706965506, 0.0, 0.0, 0.0, 0.10737862455084816, 0.0, nan, 0.09202772963604852, 0.0, nan, 0.0, 0.0, 0.0, 0.3734766260433612, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2773150894184752, 0.7470781048240241, 0.5387700377986858, 0.934000972032573, 0.9422254202917512, 0.8657185646535842, 0.5833008048476738, 0.13706546343072148, 0.26006923921303726, 0.6000939849624061, nan, nan, 0.0, 0.10822875431651646, 0.0, nan, 0.10512353500158378, 0.0, nan, 0.0, 0.0, 0.0, 0.8561821794283968, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.3328 | 18.0 | 360 | 3.1219 | 0.0734 | 0.1567 | 0.4354 | [0.19041332877874623, 0.18849557522123894, 0.3993187381446376, 0.7524146439191042, 0.2563408822260165, 0.47522566965106905, 0.47146040362011976, 0.4577504867455444, 0.2642310392084768, 0.0289147837059821, 0.0, 0.0, 0.0, 0.07704600891580453, 0.0, nan, 0.038442173848659854, 0.0, nan, 0.0, 0.0, 0.0, 0.2903437381640816, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3510152511111292, 0.5881601165447141, 0.543921916592724, 0.9436981541299813, 0.8937136128736836, 0.8444486705573319, 0.8298295507351438, 0.5727113283065254, 0.3337414506459512, 0.6891447368421053, nan, nan, 0.0, 0.07714983576181252, 0.0, nan, 0.05139372822299652, 0.0, nan, 0.0, 0.0, 0.0, 0.960721381629222, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.3732 | 19.0 | 380 | 3.0584 | 0.0704 | 0.1546 | 0.4335 | [0.17929298994217216, 0.25072855414949463, 0.37753630385983034, 0.7372237524155815, 0.23922039824776223, 0.39617020705572925, 0.4611906656059401, 0.32912444010709907, 0.2959225731601203, 0.029130902907052798, 0.0, 0.0, 0.0, 0.09527906000839279, 0.0, nan, 0.06052376333656644, 0.0, nan, 0.0, 0.0, 0.0, 0.3504505572682001, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.272955887968929, 0.6739794060192696, 0.557153411067549, 0.9371518123117514, 0.9559364165630928, 0.8772717007595118, 0.6465361809699065, 0.4929169977064564, 0.40920797095330574, 0.6802161654135338, nan, nan, 0.0, 0.09561610376484461, 0.0, nan, 0.07412100095026924, 0.0, nan, 0.0, 0.0, 0.0, 0.9034693565642672, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.649 | 20.0 | 400 | 3.0669 | 0.0725 | 0.1519 | 0.4315 | [0.21502756567416634, 0.19298939196755546, 0.36756724854748385, 0.7636301193440371, 0.22884691754165806, 0.5114089747612857, 0.502687623324488, 0.37794077962858474, 0.231330036245944, 0.027304716715096676, 0.0, 0.0, 0.0, 0.18493009444467357, 0.0, nan, 0.03284554923637293, 0.0, nan, 0.0, 0.0, 0.0, 0.2802309103396712, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3424187270969262, 0.6755951395556733, 0.5477467370782828, 0.9409804304054434, 0.9424085824556813, 0.813568991953217, 0.6866298630086061, 0.4618867019442654, 0.2957232120239804, 0.5232612781954887, nan, nan, 0.0, 0.18883180325107388, 0.0, nan, 0.040703199239784604, 0.0, nan, 0.0, 0.0, 0.0, 0.9852666972336849, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.9663 | 21.0 | 420 | 3.0516 | 0.0756 | 0.1540 | 0.4294 | [0.16761377397405205, 0.1826434671793145, 0.370977377754247, 0.7785625477271537, 0.23619882557274005, 0.5250596126017878, 0.5025369065932583, 0.3524944342984058, 0.2675144136745769, 0.02521539799225358, 0.0, 0.0, 0.0, 0.18083391875697344, 0.0, nan, 0.0687945205479452, 0.0, nan, 0.0, 0.0, 0.0, 0.42560486389694757, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2671016388647388, 0.6681256828791842, 0.5546302412939893, 0.9337298609067676, 0.9340877870085694, 0.8388266197568136, 0.6922247625420547, 0.5019937339789233, 0.3335092459680824, 0.599624060150376, nan, nan, 0.0, 0.18428366882843425, 0.0, nan, 0.09942191954387077, 0.0, nan, 0.0, 0.0, 0.0, 0.93721534464313, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.4717 | 22.0 | 440 | 3.0072 | 0.0739 | 0.1550 | 0.4279 | [0.16958198790722687, 0.21482593074333725, 0.3900660562401597, 0.767974308273593, 0.212675369001803, 0.45560144553433146, 0.41865893815688576, 0.33679142158138564, 0.2004245287122339, 0.024961425241571005, 0.0, 0.0, 0.0, 0.31619845806464736, 0.0, nan, 0.07057429764188199, 0.0, nan, 0.0, 0.0, 0.0, 0.41177489408191, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.289531416313895, 0.6901102539482833, 0.5200387759010902, 0.9361136550739109, 0.9521685091908157, 0.8811049172144105, 0.6900685886354765, 0.4849495570312851, 0.24317107151904077, 0.5359492481203008, nan, nan, 0.0, 0.32729722900699065, 0.0, nan, 0.0990655685777637, 0.0, nan, 0.0, 0.0, 0.0, 0.9447348311172246, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.4622 | 23.0 | 460 | 2.9530 | 0.0780 | 0.1597 | 0.4402 | [0.1769725003911751, 0.19009621483853395, 0.39387708290070345, 0.7599927100034073, 0.25992250459333105, 0.5182402508328434, 0.46097792647830216, 0.44692571010478455, 0.22732507444515737, 0.026094767156522303, 0.0, 0.0, 0.0, 0.3593417936729613, 0.0, nan, 0.043982347221183334, 0.0, nan, 0.0, 0.0, 0.0, 0.34881357764445164, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2940774987202717, 0.6608283945303447, 0.5671718218028449, 0.9513157155184669, 0.9346634395237784, 0.7858331451392438, 0.6043978512611758, 0.6409704837428233, 0.29168073967744657, 0.662124060150376, nan, nan, 0.0, 0.3738313821275162, 0.0, nan, 0.06984478935698447, 0.0, nan, 0.0, 0.0, 0.0, 0.9863059758520556, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.2466 | 24.0 | 480 | 2.9719 | 0.0796 | 0.1644 | 0.4372 | [0.18042576899830617, 0.18184686461209082, 0.3942401040225265, 0.7662620595426047, 0.22455501162163727, 0.5184947401267535, 0.5339381521443037, 0.343865699164212, 0.20629986173967557, 0.026574612403100776, 0.0, 0.0, 0.0, 0.47662008373135206, 0.0, nan, 0.12909195488533773, 0.0, nan, 0.0, 0.0, 0.0, 0.394709311014796, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2947031436627042, 0.6411813396020263, 0.5262069585543468, 0.9419359318122457, 0.964401125139007, 0.8591218665684095, 0.8379709660030855, 0.5381132980557346, 0.25355695347462637, 0.5155075187969925, nan, nan, 0.0, 0.5105912574749432, 0.0, nan, 0.20438707633829584, 0.0, nan, 0.0, 0.0, 0.0, 0.9687299403943145, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.0979 | 25.0 | 500 | 2.9676 | 0.0791 | 0.1652 | 0.4434 | [0.17856643435505334, 0.1860650468245405, 0.41680627480804205, 0.761720699918583, 0.2610784349541519, 0.5118235368902827, 0.48316739678746845, 0.4437543276914987, 0.2796539144153027, 0.024281048671292573, 0.0, 0.0, 0.0, 0.3787661695558291, 0.0, nan, 0.12244198794080029, 0.0, nan, 0.0, 0.0, 0.0, 0.299883581296006, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3216424398527703, 0.6554580670794292, 0.5227222089755266, 0.9434402679371419, 0.9349774318048014, 0.8613148229588865, 0.6765367386010892, 0.6388568259155436, 0.3592311914210926, 0.5747180451127819, nan, nan, 0.0, 0.3952034026783458, 0.0, nan, 0.21226639214444093, 0.0, nan, 0.0, 0.0, 0.0, 0.9999694329818126, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.8607 | 26.0 | 520 | 2.9851 | 0.0824 | 0.1657 | 0.4440 | [0.1856572866085532, 0.18460808549953805, 0.42439250034732307, 0.7468695784348154, 0.23706998948872235, 0.5080051672839464, 0.482615370721575, 0.42355094443321045, 0.2543799216890059, 0.024039640375970575, 0.0, 0.0, 0.0, 0.5499240516064527, 0.0, nan, 0.07291173318044719, 0.0, nan, 0.0, 0.0, 0.0, 0.3537639652420642, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3223127737196623, 0.63642022315664, 0.5253841433144796, 0.9422401052704664, 0.9530843200104664, 0.8787336716864964, 0.6953289094592836, 0.61227870302358, 0.3078822933378367, 0.5528665413533834, nan, nan, 0.0, 0.6022277436199781, 0.0, nan, 0.1158140639847957, 0.0, nan, 0.0, 0.0, 0.0, 0.9756380865046614, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.0811 | 27.0 | 540 | 2.9595 | 0.0815 | 0.1644 | 0.4488 | [0.2008316936543124, 0.18458012429263768, 0.39295987679784394, 0.7502159554183742, 0.26870241080910096, 0.5028576096956264, 0.3982125252944534, 0.4177214566929134, 0.3221112910496352, 0.024224765868886576, 0.0, 0.0, 0.0, 0.5441213604490803, 0.0, nan, 0.058773926975293024, 0.0, nan, 0.0, 0.0, 0.0, 0.4163117574083311, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.314317518870914, 0.6378174353541038, 0.5585449655824789, 0.9418235198820336, 0.933538300516779, 0.8413404965946775, 0.5706239892934812, 0.6362035107706606, 0.40727645022376086, 0.5469924812030075, nan, nan, 0.0, 0.5898467110250147, 0.0, nan, 0.08279220779220779, 0.0, nan, 0.0, 0.0, 0.0, 0.9949870090172703, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.2952 | 28.0 | 560 | 2.9519 | 0.0821 | 0.1658 | 0.4414 | [0.1900369986817627, 0.17196105702364395, 0.41750055183577367, 0.759985105054905, 0.25510874128508837, 0.5095938705213884, 0.43598314198517657, 0.4044638962259176, 0.24129940351027765, 0.024249227620873608, 0.0, 0.0, 0.0, 0.519531403048231, 0.0, nan, 0.15497408384104755, 0.0, nan, 0.0, 0.0, 0.0, 0.3467211619948723, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3332453096942465, 0.6345131278349833, 0.5323165082926486, 0.9379386958232355, 0.9301498004840715, 0.8229529435536591, 0.6133943010093125, 0.6324034238258706, 0.29674702355822, 0.5735432330827067, nan, nan, 0.0, 0.5584098374463068, 0.0, nan, 0.26991605955020587, 0.0, nan, 0.0, 0.0, 0.0, 0.987956594834174, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.7279 | 29.0 | 580 | 2.9129 | 0.0811 | 0.1653 | 0.4461 | [0.17176280797105797, 0.19507741281419075, 0.41415873704671874, 0.74377094297209, 0.2686501253695595, 0.47275271051709056, 0.3712649139478408, 0.40393337465442775, 0.33539661643376373, 0.02698113675234861, 0.0, 0.0, 0.0, 0.5545139557266603, 0.0, nan, 0.12073221977098435, 0.0, nan, 0.0, 0.0, 0.0, 0.3026924500370096, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.29067707783185587, 0.6281760090057279, 0.5446743723346454, 0.9364079098324071, 0.9391770785634853, 0.8896093090701627, 0.5228721723452109, 0.6154641802455441, 0.4329350671282614, 0.5115131578947368, nan, nan, 0.0, 0.6065653162637918, 0.0, nan, 0.1820161545771302, 0.0, nan, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.1938 | 30.0 | 600 | 2.8975 | 0.0830 | 0.1656 | 0.4465 | [0.1767950111836465, 0.18583741839555792, 0.3896034189555679, 0.7646168253051553, 0.2787964250558585, 0.5156208566914783, 0.44253747266229265, 0.4400659764183297, 0.3344253646249936, 0.027709738458145176, 0.0, 0.0, 0.0, 0.5229587314094356, 0.0, nan, 0.09442126753062312, 0.0, nan, 0.0, 0.0, 0.0, 0.31105062082139445, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2999236225654693, 0.6356189782471939, 0.5646271532938018, 0.9367484518562846, 0.9337737947275463, 0.8204747245432826, 0.6168330266361828, 0.6059227390606965, 0.4148125474964114, 0.5608552631578947, nan, nan, 0.0, 0.5589994104270193, 0.0, nan, 0.16847481786506177, 0.0, nan, 0.0, 0.0, 0.0, 0.9954760813082684, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.6453 | 31.0 | 620 | 2.9458 | 0.0868 | 0.1706 | 0.4456 | [0.18450766329077103, 0.17466509355413598, 0.4077432040198496, 0.7639929063318255, 0.2687909269396201, 0.5036565186296644, 0.47766484512412893, 0.4598672500124765, 0.3316356529444403, 0.025057369542175616, 0.0, 0.0, 0.0, 0.5835088256691044, 0.0, nan, 0.13275282942170685, 0.0, nan, 0.0, 0.0, 0.0, 0.3748163522305916, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.32469753723399936, 0.6528887858821971, 0.5106731449522923, 0.9386363110371985, 0.9295872309805717, 0.8537969643302866, 0.6612762319002212, 0.6215952869927596, 0.4226758422696952, 0.5721334586466166, nan, nan, 0.0, 0.6417712456834835, 0.0, nan, 0.24568419385492557, 0.0, nan, 0.0, 0.0, 0.0, 0.9825767996331958, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.5895 | 32.0 | 640 | 2.9252 | 0.0856 | 0.1722 | 0.4503 | [0.18469730413951105, 0.17999469087935702, 0.4099764301466639, 0.7471074809437858, 0.27233078319256404, 0.49865984823038273, 0.49826680221947306, 0.45773243056125984, 0.3860529056446574, 0.030034048303546588, 0.0, 0.0, 0.0, 0.5689076602638278, 0.0, nan, 0.12050667579596029, 0.0, nan, 0.0, 0.0, 0.0, 0.3552211633552099, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3586367440462165, 0.615130947256895, 0.5072138029699526, 0.951104116591009, 0.9402760515470662, 0.8646310009152176, 0.7561292960835704, 0.584741189344766, 0.4890652706239973, 0.5326597744360902, nan, nan, 0.0, 0.6211361913585446, 0.0, nan, 0.2508710801393728, 0.0, nan, 0.0, 0.0, 0.0, 0.9661928778847624, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.1102 | 33.0 | 660 | 2.8602 | 0.0828 | 0.1677 | 0.4468 | [0.16180824253553058, 0.18555224660884828, 0.40131835888242134, 0.7620969701551371, 0.29488965928263844, 0.49894514412998786, 0.46513980496095175, 0.4449975033507661, 0.3340411157224206, 0.025161991644641488, 0.0, 0.0, 0.0, 0.5030033590199565, 0.0, nan, 0.12072281356513129, 0.0, nan, 0.0, 0.0, 0.0, 0.3587091158648857, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.28066675875293523, 0.6580737012879515, 0.5442541697774685, 0.933240538387021, 0.9192254857068097, 0.8812534914956082, 0.6409970445547315, 0.6345695483368061, 0.4018301950519294, 0.5547462406015038, nan, nan, 0.0, 0.5360271203571128, 0.0, nan, 0.2510294583465315, 0.0, nan, 0.0, 0.0, 0.0, 0.9825767996331958, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.4082 | 34.0 | 680 | 2.9020 | 0.0820 | 0.1683 | 0.4394 | [0.16522933748975918, 0.15853635435268915, 0.42372328460768194, 0.7343516937730254, 0.2859871110352618, 0.49317565306543826, 0.48191991976139575, 0.4327197166741849, 0.30179287295224044, 0.02590707035916865, 0.0, 0.0, 0.0, 0.5650383715760375, 0.0, nan, 0.12116538131962297, 0.0, nan, 0.0, 0.0, 0.0, 0.31957916145181475, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2941465634217091, 0.6096083170545972, 0.5102744411305989, 0.9457182626405563, 0.9208085301236345, 0.8233154647997813, 0.6787672633320322, 0.6758533331334603, 0.35835514650004224, 0.5655545112781954, nan, nan, 0.0, 0.6154720795081277, 0.0, nan, 0.251940133037694, 0.0, nan, 0.0, 0.0, 0.0, 0.9990524224361913, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.5332 | 35.0 | 700 | 2.8700 | 0.0858 | 0.1728 | 0.4467 | [0.18589732315593233, 0.18176361203252092, 0.4078758107429368, 0.7582773061021862, 0.2771579542725209, 0.5017253819954612, 0.47774973603564164, 0.4182695488855748, 0.32979620292157785, 0.026624538515548912, 0.0, 0.0, 0.0, 0.610404472459853, 0.0, nan, 0.16736099302839652, 0.0, nan, 0.0, 0.0, 0.0, 0.3759467734880402, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.34352782494942025, 0.6556765884183691, 0.5126432108947774, 0.9393107826184706, 0.9360240727415451, 0.7975467414688647, 0.6896596591014703, 0.615936380398447, 0.42939922316980494, 0.5523966165413534, nan, nan, 0.0, 0.6851048597658553, 0.0, nan, 0.31176750079189103, 0.0, nan, 0.0, 0.0, 0.0, 0.9983188139996944, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.056 | 36.0 | 720 | 2.8698 | 0.0855 | 0.1698 | 0.4489 | [0.1910061587158835, 0.18728287519536602, 0.4067831108802277, 0.7666108440221523, 0.2796606835118312, 0.5076682718817778, 0.45043004664455766, 0.40694273284732224, 0.3498532601760878, 0.026048718264313927, 0.0, 0.0, 0.0, 0.6081712062256809, 0.0, nan, 0.11897437932882177, 0.0, nan, 0.0, 0.0, 0.0, 0.4050634581387372, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3520390337442006, 0.6697016852630533, 0.5234003963585051, 0.936844332620289, 0.9299143062733041, 0.8207302723069426, 0.6210524359188833, 0.6162886567029936, 0.4340855357595204, 0.5469924812030075, nan, nan, 0.0, 0.6911269266402763, 0.0, nan, 0.23736933797909407, 0.0, nan, 0.0, 0.0, 0.0, 0.9384991594069998, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.4337 | 37.0 | 740 | 2.8491 | 0.0852 | 0.1713 | 0.4499 | [0.1704601257985766, 0.19257577529822112, 0.39906825454819445, 0.7660318588680904, 0.285324655929952, 0.5175025133682049, 0.4354020478542801, 0.4172614561983709, 0.3137391874293895, 0.02764083908475844, 0.0, 0.0, 0.0, 0.5736878426561361, 0.0, nan, 0.16751325704716719, 0.0, nan, 0.0, 0.0, 0.0, 0.4205357262979456, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.29473564469867475, 0.6650332748402477, 0.5486262308026064, 0.933452137314479, 0.9498528161182704, 0.8443238681611258, 0.6078179891819551, 0.6515687538413107, 0.383971544372203, 0.5730733082706767, nan, nan, 0.0, 0.6301482354922935, 0.0, nan, 0.3564697497624327, 0.0, nan, 0.0, 0.0, 0.0, 0.9554638545009935, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.6041 | 38.0 | 760 | 2.8468 | 0.0860 | 0.1718 | 0.4518 | [0.19331334219336171, 0.18008485573179897, 0.41901113757805963, 0.7513377391745522, 0.2935456817933208, 0.5043774739588228, 0.48855799953121726, 0.45132831086439335, 0.3312753465286605, 0.028091958259427334, 0.0, 0.0, 0.0, 0.5722139987312328, 0.0, nan, 0.12375437651494749, 0.0, nan, 0.0, 0.0, 0.0, 0.39112682368172086, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3734734669667596, 0.6203092408038936, 0.5342572577776562, 0.9400745224972641, 0.947929613397004, 0.7973981671876671, 0.7361289243294485, 0.6483907718598689, 0.40436333699231614, 0.5730733082706767, nan, nan, 0.0, 0.6267581908531963, 0.0, nan, 0.25471175166297116, 0.0, nan, 0.0, 0.0, 0.0, 0.9604157114473483, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.2023 | 39.0 | 780 | 2.8890 | 0.0866 | 0.1710 | 0.4450 | [0.17788483502827956, 0.1644367842481645, 0.41124293585378274, 0.7684702493730081, 0.2848068099541176, 0.4863833998687825, 0.43697990663689873, 0.45690494793060266, 0.38651233448996153, 0.026634410067693425, 0.0, 0.0, 0.0, 0.5950223309427178, 0.0, nan, 0.16349462876699306, 0.0, nan, 0.0, 0.0, 0.0, 0.406879987400252, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3163691467665532, 0.6734629010363209, 0.5223840924992866, 0.9279704026000218, 0.9314842676784195, 0.7798188582363639, 0.6002899682150226, 0.6399436357912726, 0.4726315122857384, 0.5509868421052632, nan, nan, 0.0, 0.6760717594542238, 0.0, nan, 0.3404735508394045, 0.0, nan, 0.0, 0.0, 0.0, 0.9476081308268378, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.9069 | 40.0 | 800 | 2.8637 | 0.0851 | 0.1704 | 0.4470 | [0.17554985802823936, 0.16767714570858283, 0.41433494844753055, 0.7482998179497374, 0.2884138910634589, 0.4971439687339735, 0.4583889054346278, 0.44213899788401095, 0.3839386888337211, 0.027365410916324755, 0.0, 0.0, 0.0, 0.589537699604887, 0.0, nan, 0.10950923855478405, 0.0, nan, 0.0, 0.0, 0.0, 0.38009489916963224, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3312993101655115, 0.623030824752508, 0.508234015690168, 0.9458604306699421, 0.9350820958984758, 0.8353440386055412, 0.6580047956281715, 0.6452502660810385, 0.4684834923583551, 0.5171522556390977, nan, nan, 0.0, 0.6817569274825234, 0.0, nan, 0.22105638264174848, 0.0, nan, 0.0, 0.0, 0.0, 0.9794283967598961, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.9056 | 41.0 | 820 | 2.8468 | 0.0850 | 0.1664 | 0.4433 | [0.1774417286989821, 0.18485283083381615, 0.4015967356434654, 0.7672685877065676, 0.27415245038106884, 0.5075697774426523, 0.4596152851750349, 0.44912139397170764, 0.3566909933441516, 0.031689247814189414, 0.0, 0.0, 0.0, 0.5912375705201985, 0.0, nan, 0.08143347312237896, 0.0, nan, 0.0, 0.0, 0.0, 0.3897986221515633, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.36896801085534603, 0.6443929410985664, 0.5182035656630014, 0.940385308421968, 0.9417020998233794, 0.7680874329929992, 0.6608673023662149, 0.593480639793731, 0.43384277632356666, 0.5578007518796992, nan, nan, 0.0, 0.6597953339509812, 0.0, nan, 0.16914792524548622, 0.0, nan, 0.0, 0.0, 0.0, 0.8993428091089715, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.7719 | 42.0 | 840 | 2.8482 | 0.0861 | 0.1695 | 0.4481 | [0.1642653294923867, 0.17410081250775877, 0.4035626993908972, 0.7689680727748535, 0.30920863245629965, 0.5035460737712881, 0.45248892296098026, 0.4698415472763719, 0.40514657756037065, 0.02747882644705442, 0.0, 0.0, 0.0, 0.5985486848598951, 0.0, nan, 0.06577735989500695, 0.0, nan, 0.0, 0.0, 0.0, 0.39444485630266635, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.2983798233568695, 0.6593649637453233, 0.5285835460405193, 0.9365368529288267, 0.9134427945313011, 0.8316712823743359, 0.6472982769196454, 0.6447405897255243, 0.4965380393481381, 0.5519266917293233, nan, nan, 0.0, 0.6895056009433168, 0.0, nan, 0.1329585049097244, 0.0, nan, 0.0, 0.0, 0.0, 0.9758214886137857, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.7455 | 43.0 | 860 | 2.8325 | 0.0863 | 0.1735 | 0.4476 | [0.17706297601870286, 0.18027068874164745, 0.4016447577701096, 0.7583516390224232, 0.28145628651678734, 0.5003261273013596, 0.4631528376550312, 0.4423344357925988, 0.3424022709394986, 0.026034082192999033, 0.0, 0.0, 0.000270622262063833, 0.6185663968133955, 0.0, nan, 0.16070424119698504, 0.0, nan, 0.0, 0.0, 0.0, 0.3918536608956379, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.31507723058672493, 0.6375922921564083, 0.5182152922459924, 0.9450768533916993, 0.932125335252175, 0.8251221280591444, 0.6809420249447016, 0.6365407965941627, 0.4226758422696952, 0.5502819548872181, nan, nan, 0.000271771440218776, 0.7062873747157415, 0.0, nan, 0.33936490338929365, 0.0, nan, 0.0, 0.0, 0.0, 0.9907076264710377, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.1294 | 44.0 | 880 | 2.8324 | 0.0868 | 0.1717 | 0.4440 | [0.18079175940613945, 0.17733194578478115, 0.3876501243936093, 0.7708166092036911, 0.28803939773140114, 0.5047992226444309, 0.4820482188020284, 0.4576386894731994, 0.345887356794951, 0.027998873001338312, 0.0, 0.0, 0.0, 0.6111724525123983, 0.0, nan, 0.13622992030522918, 0.0, nan, 0.0, 0.0, 0.0, 0.4044065295343629, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3583767357584523, 0.6522067344303546, 0.504608547115456, 0.9365302404623437, 0.9335513835284882, 0.7594998395397763, 0.7050131043327943, 0.633085490713397, 0.4257367221143291, 0.5603853383458647, nan, nan, 0.0, 0.6876526572896487, 0.0, nan, 0.30254197022489704, 0.0, nan, 0.0, 0.0, 0.0, 0.9549136481736207, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.7021 | 45.0 | 900 | 2.8250 | 0.0860 | 0.1701 | 0.4477 | [0.17407757987496073, 0.1822130655620124, 0.40551143748991925, 0.7723675234982618, 0.3129812370318699, 0.48525230294101984, 0.4836009867096255, 0.46578589322736696, 0.3791373519229613, 0.028043676944537976, 0.0, 0.0, 0.0, 0.600371850887794, 0.0, nan, 0.0581823734896062, 0.0, nan, 0.0, 0.0, 0.0, 0.381515586719608, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3668432556287732, 0.6594444260503923, 0.5012000203260771, 0.932142868950833, 0.9216065938379014, 0.8123922836461317, 0.7142326065540252, 0.6466218950966136, 0.465834248079034, 0.5479323308270677, nan, nan, 0.0, 0.6799250400067379, 0.0, nan, 0.12068419385492556, 0.0, nan, 0.0, 0.0, 0.0, 0.9662845789393245, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.3682 | 46.0 | 920 | 2.8488 | 0.0856 | 0.1732 | 0.4455 | [0.1689800688737609, 0.17767264767432325, 0.40478756863203746, 0.7646053029648198, 0.29529905930881833, 0.4838916703183711, 0.4718135827866837, 0.4451808978508008, 0.35436350882054923, 0.027000795172833155, 0.0, 0.0, 0.0, 0.6071245650906907, 0.0, nan, 0.13742576357466063, 0.0, nan, 0.0, 0.0, 0.0, 0.37087527803893694, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.31836389784924396, 0.6600271496208986, 0.5005648304140656, 0.9358723000472792, 0.9216065938379014, 0.8334482307774596, 0.6778192903213814, 0.6433764559504714, 0.43187959131976694, 0.5425281954887218, nan, nan, 0.0, 0.7238271708919397, 0.0, nan, 0.30784764016471333, 0.0, nan, 0.0, 0.0, 0.0, 0.9887513373070457, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
2.0723 | 47.0 | 940 | 2.8162 | 0.0842 | 0.1703 | 0.4476 | [0.17201184360761276, 0.18067020968420747, 0.4032891212041609, 0.7678525841231906, 0.30531220876048465, 0.4875263483747213, 0.4644547918909454, 0.4498146390101352, 0.3511348118442205, 0.026990175855679473, 0.0, 0.0, 0.0, 0.590928897561715, 0.0, nan, 0.12127825685794386, 0.0, 0.0, 0.0, 0.0, 0.0, 0.39415857787105396, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3249941091872303, 0.6566566235142205, 0.531087171509094, 0.9347746306110911, 0.9214888467325179, 0.8096050301308643, 0.6656071674194688, 0.6356938344151464, 0.42880815671704803, 0.5441729323308271, nan, nan, 0.0, 0.6567632443358882, 0.0, nan, 0.27062876148242004, 0.0, nan, 0.0, 0.0, 0.0, 0.9644505578480819, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.6495 | 48.0 | 960 | 2.8543 | 0.0838 | 0.1709 | 0.4432 | [0.1742255751847078, 0.17256619720724506, 0.40658522924702384, 0.7661240458685128, 0.29494471435751385, 0.4916434793678506, 0.44661218385278956, 0.45636721806946057, 0.3447994159771953, 0.02614290090887429, 0.0, 0.0, 0.0, 0.6059250978200111, 0.0, nan, 0.14351455479452055, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3656091413587712, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.3360728998236819, 0.6665364367778035, 0.5008306329618613, 0.9381238448847612, 0.921318767580297, 0.8033114235793327, 0.6216658302198925, 0.633782548081968, 0.41874947226209575, 0.5413533834586466, nan, nan, 0.0, 0.6847469047418513, 0.0, nan, 0.3185777636997149, 0.0, nan, 0.0, 0.0, 0.0, 0.988781904325233, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.8761 | 49.0 | 980 | 2.8283 | 0.0847 | 0.1727 | 0.4467 | [0.18091699241599746, 0.17501683933669052, 0.40431282575778515, 0.762834373427816, 0.2955691853937292, 0.5007569695671937, 0.4670184007417758, 0.4508711060576274, 0.33504140113582176, 0.026744706408837176, 0.0, 0.0, 0.0, 0.6128445137805513, 0.0, nan, 0.1636030998118711, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3702743027659819, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.34239841394944465, 0.6503791014137669, 0.5145585527833044, 0.9424715415973736, 0.9230064760907961, 0.7921861814032544, 0.6647149575270915, 0.6360311202386485, 0.40785696191843285, 0.5335996240601504, nan, nan, 0.0, 0.6948117577697296, 0.0, nan, 0.3753167564143174, 0.0, nan, 0.0, 0.0, 0.0, 0.9861531407611187, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
1.4902 | 50.0 | 1000 | 2.8276 | 0.0847 | 0.1725 | 0.4463 | [0.17595305333926628, 0.1714434320345959, 0.40358012157980355, 0.7626686568441776, 0.29951573540498067, 0.5003201779515352, 0.4661858117361646, 0.46076289880023674, 0.3484770218847392, 0.02632269248754006, 0.0, 0.0, 0.0, 0.6168138505884297, 0.0, nan, 0.14816793077662643, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3626965034965035, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] | [0.32450659364767254, 0.6526305333907227, 0.5158992921052734, 0.9426500781924162, 0.920036632432786, 0.7940106735763612, 0.664361791111359, 0.6419073888081068, 0.42722494300430636, 0.5422932330827067, nan, nan, 0.0, 0.7074033521435189, 0.0, nan, 0.3295058599936649, 0.0, nan, 0.0, 0.0, 0.0, 0.9908604615619746, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan] |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1