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segformer-b0-scene-parse-150
azurantham/segformer-b0-scene-parse-150
segformer-b0-scene-parse-150 is a machine learning model from azurantham. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- Feb 22, 2024
- Updated
- Mar 28, 2024
- SHA
- 54fae018
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
segformer-b0-scene-parse-150
This model is a fine-tuned version of nvidia/mit-b0 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 1.6227
- Mean Iou: 0.1334
- Mean Accuracy: 0.1984
- Overall Accuracy: 0.5960
- Per Category Iou: [0.5365101147666829, nan, nan, 0.711661090752115, nan, 0.3776627330734931, nan, nan, 0.2660109628831446, nan, 0.5413496084453225, nan, 0.0, nan, 0.2987243662199257, nan, nan, 0.0, 0.33235396098326553, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.31042539725026697, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3688677138390531, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3201774273925985, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.151685978735316, nan, nan, nan, nan, 0.0, nan, 0.5397105453175525, 0.0, 0.0, nan, nan, 0.25895675770072946, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32371069875363767, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan]
- Per Category Accuracy: [0.8225093219399673, nan, nan, 0.8787333646197255, nan, 0.5348710969754427, nan, nan, 0.3627234905652844, nan, 0.8209613463991535, nan, 0.0, nan, 0.39111299033268626, nan, nan, 0.0, 0.6062583222370173, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.3436652585862296, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.5783925508893857, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6875554355790366, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18300506438671799, nan, nan, nan, nan, 0.0, nan, 0.800009307087347, 0.0, 0.0, nan, nan, 0.32914439872283024, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5975211456326941, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: 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 |
|---|---|---|---|---|---|---|---|---|
| 4.7208 | 0.5 | 20 | 4.9095 | 0.0059 | 0.0528 | 0.1696 | [0.2744463430388743, nan, 0.0, 0.11987534098755773, nan, 0.015649043745878215, nan, 0.0, 0.029441053457830053, nan, 0.007370035553719517, nan, 0.0, 0.0, 0.0692142547182021, 0.0, 0.0, 0.0, 0.01592540264056823, 0.003579223046704496, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.000784711964549483, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.016878566268364953, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0010731477585494747, 0.0, 0.0, 0.0, 0.08165794007010903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0057381813573842925, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.10908642927539958, 0.0, 0.0, 0.0, 0.0, 0.00037472321580650655, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.018603286384976526, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0017445482866043614, 0.0, 0.0, 0.0, 0.0] | [0.3369821173508333, nan, nan, 0.13226611973418154, nan, 0.017416434753356372, nan, nan, 0.04013447364428367, nan, 0.008291390204590177, nan, 0.0, nan, 0.26209855662970155, nan, nan, 0.0, 0.38535286284953396, 0.003871576959395656, nan, nan, nan, nan, 0.0, nan, nan, 0.0007871257101494458, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.019614973646167246, nan, nan, nan, 0.0, 0.0, 0.04076844112039889, nan, nan, nan, 0.602329258416567, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006090714511280833, nan, nan, nan, nan, 0.0, nan, 0.18954814090930244, 0.0, 0.0, nan, nan, 0.000469547697508836, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.044082881379502156, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.020129403306973402, 0.0, 0.0, nan, nan] |
| 4.6456 | 1.0 | 40 | 4.5686 | 0.0151 | 0.0805 | 0.2556 | [0.3273645670461781, nan, 0.0, 0.33647703788523453, nan, 0.08438120336189962, nan, nan, 0.024752367238294715, nan, 0.05249346352659846, nan, 0.0, nan, 0.09726884018622228, 0.0, 0.0, 0.0, 0.025663307052652278, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, 0.008864583396331395, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.022288860455671154, 0.0, nan, nan, 0.0, 0.0, 0.0001800936486973226, 0.0, nan, 0.0, 0.06568069031340462, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.05498569137107652, nan, nan, 0.0, nan, 0.0, nan, 0.14348095013893888, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 7.11591830925781e-05, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.005750868055555556, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.43063023215447127, nan, nan, 0.497129183830729, nan, 0.09376051255390074, nan, nan, 0.027178209520159067, nan, 0.10809955601261755, nan, 0.0, nan, 0.40365839595625685, nan, nan, 0.0, 0.4040612516644474, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.009048858899227845, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.032769442124828276, nan, nan, nan, 0.0, 0.0, 0.0004399472063352398, nan, nan, nan, 0.8445779183216999, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07056515280880478, nan, nan, nan, nan, 0.0, nan, 0.28930150309460656, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 7.178149712275832e-05, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007370324016131275, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 4.2378 | 1.5 | 60 | 4.2296 | 0.0289 | 0.1047 | 0.3051 | [0.3630972447455244, nan, nan, 0.328034033762494, nan, 0.09948562262622655, nan, nan, 0.009390575357886084, nan, 0.15077874479793382, nan, 0.0, nan, 0.10354761633022727, 0.0, nan, 0.0, 0.03351293247836398, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.01886954831491684, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.11507759084901197, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.09095411912489663, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.015322011270715395, nan, nan, nan, nan, 0.0, nan, 0.2621193341464739, 0.0, 0.0, 0.0, 0.0, 0.00035960927351587785, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0001781409213448452, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.4752688880384296, nan, nan, 0.7286426920202319, nan, 0.11925823419676443, nan, nan, 0.01012545017527889, nan, 0.35127411523895224, nan, 0.0, nan, 0.27027637370029406, nan, nan, 0.0, 0.7493342210386151, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.01962721109013824, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3166186281640313, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6373356214569434, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01745049649703505, nan, nan, nan, nan, 0.0, nan, 0.49402950346689006, 0.0, 0.0, nan, nan, 0.00041832431232605394, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00017945374280689582, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 3.8976 | 2.0 | 80 | 3.9759 | 0.0306 | 0.1015 | 0.2985 | [0.33930773442978873, nan, nan, 0.27836252042063936, nan, 0.1008782792009713, nan, nan, 0.012994405349032146, nan, 0.12758055381680528, nan, 0.0, nan, 0.06158633906036858, 0.0, nan, 0.0, 0.03126015021062468, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.027526013465794058, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.13417669787486997, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.12361492845969617, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.01154083467580266, nan, nan, nan, nan, 0.0, nan, 0.21802139627219588, 0.0, 0.0, nan, nan, 0.0006264743416218724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0017409306921375807, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.46164724900820414, nan, nan, 0.8593734610281636, nan, 0.12768356830484112, nan, nan, 0.013307620439355102, nan, 0.2116208011549605, nan, 0.0, nan, 0.1071620764544214, nan, nan, 0.0, 0.8329893475366178, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.028873623108776142, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3567105747559913, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6742605375805021, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.014055719949940934, nan, nan, nan, nan, 0.0, nan, 0.3679650053515752, 0.0, 0.0, nan, nan, 0.0006915156999675585, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.001770610262361372, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 3.5441 | 2.5 | 100 | 3.6807 | 0.0458 | 0.1132 | 0.3672 | [0.432082254650139, nan, nan, 0.321727605261922, nan, 0.08483191561983416, nan, nan, 0.035954321747154724, nan, 0.17320414685703156, nan, 0.0, nan, 0.08715920146889927, nan, nan, 0.0, 0.05216121057757135, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.029722562910328765, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.16324961940147556, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.11211185021026494, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.021912, nan, nan, nan, nan, 0.0, nan, 0.314601168569643, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0030765256396707414, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6021826828365466, nan, nan, 0.8930555796962902, nan, 0.09691045597724701, nan, nan, 0.03733560117864073, nan, 0.3560996351195008, nan, 0.0, nan, 0.22899329246026406, nan, nan, 0.0, 0.6953728362183755, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.031156287668209538, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3442205640707917, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6237996992017276, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02402659680230178, nan, nan, nan, nan, 0.0, nan, 0.5903299362464517, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00313445870769378, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 3.5002 | 3.0 | 120 | 3.5934 | 0.0424 | 0.1120 | 0.3587 | [0.4230901999617129, nan, nan, 0.4319229396687296, nan, 0.09481926048565122, nan, nan, 0.04276602023289775, nan, 0.17398447893569846, nan, 0.0, nan, 0.06315705213725385, nan, nan, 0.0, 0.04146191802802202, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.017872944157831572, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.1696680284742467, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.12671459269513025, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02859437995251164, nan, nan, nan, nan, 0.0, nan, 0.12153668786492618, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0027320506587020445, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.5754329499992681, nan, nan, 0.9221345430738301, nan, 0.11559604269243708, nan, nan, 0.04513331576551757, nan, 0.3879549881834093, nan, 0.0, nan, 0.1251033037996579, nan, nan, 0.0, 0.8120173102529961, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.018548385852109883, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.5233727518429725, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.7669199028190197, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03299453794781226, nan, nan, nan, nan, 0.0, nan, 0.15207780725022105, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.002823405553495161, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 3.0431 | 3.5 | 140 | 3.3609 | 0.0463 | 0.1172 | 0.3793 | [0.4343955076182991, nan, nan, 0.39634126485426446, nan, 0.1358981912449184, nan, nan, 0.025069994338408084, nan, 0.2014215559576118, nan, 0.0, nan, 0.0858344732236097, nan, nan, 0.0, 0.06866275299498277, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.02631235735246169, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2192621037396704, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1368960925089607, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02582306860795644, nan, nan, nan, nan, 0.0, nan, 0.09349501454963227, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0025718161977231167, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.5995816367716287, nan, nan, 0.9519811818144949, nan, 0.17635095874491574, nan, nan, 0.025812711113240544, nan, 0.46235995609567976, nan, 0.0, nan, 0.2804001460667679, nan, nan, 0.0, 0.8036284953395473, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.027401235015673063, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.506033995097379, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.7195056110446956, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02828980455911765, nan, nan, nan, nan, 0.0, nan, 0.10376471683186747, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0026080610621268857, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 3.0062 | 4.0 | 160 | 3.2538 | 0.0542 | 0.1194 | 0.4188 | [0.4659190266666902, nan, nan, 0.4938816837279358, nan, 0.13892983057865285, nan, nan, 0.04413387134333258, nan, 0.24242279907914582, nan, 0.0, nan, 0.10607476293071862, nan, nan, 0.0, 0.06079363017130979, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.03533579314052569, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.21732215200393715, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14417408668772996, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.037708433487638485, nan, nan, nan, nan, 0.0, nan, 0.17696801112656468, 0.0, 0.0, nan, nan, 0.00032043444164298545, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0035708777715824564, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6895360047514184, nan, nan, 0.909996581671968, nan, 0.17187834490351386, nan, nan, 0.04615943591340664, nan, 0.5284488129023327, nan, 0.0, nan, 0.2781947300647691, nan, nan, 0.0, 0.6542276964047936, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.037025776051931775, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.5987213677055554, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6097528055223478, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04082503888934373, nan, nan, nan, nan, 0.0, nan, 0.2072409139559775, 0.0, 0.0, nan, nan, 0.0003244147728242867, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0036010384389917093, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.528 | 4.5 | 180 | 3.1322 | 0.0582 | 0.1229 | 0.4200 | [0.4662410049407339, nan, nan, 0.5207139244440006, nan, 0.18665276329509906, nan, nan, 0.08081002682641347, nan, 0.25799966900204113, nan, 0.0, nan, 0.09188237533307955, nan, nan, 0.0, 0.048403186939858414, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.011686911630731855, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2192050521669168, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.17243817455596158, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04326744971561812, nan, nan, nan, nan, 0.0, nan, 0.22621801557366122, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0022764189085045586, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6653606539892466, nan, nan, 0.9513960104056223, nan, 0.25112771032753295, nan, nan, 0.0887613891351045, nan, 0.5780686054445312, nan, 0.0, nan, 0.2783436797293921, nan, nan, 0.0, 0.6024633821571238, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.011879424688275068, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6813161651806158, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.48905749874667387, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0464449876606744, nan, nan, nan, nan, 0.0, nan, 0.2684908557866816, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.002297007907928266, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 3.6229 | 5.0 | 200 | 3.0908 | 0.0561 | 0.1273 | 0.4053 | [0.43594503669731366, nan, nan, 0.5112515963843255, nan, 0.1140559334845049, nan, nan, 0.06286140100306471, nan, 0.20379883901747986, nan, 0.0, nan, 0.0742570599284083, nan, nan, 0.0, 0.07255788970698514, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.03385286506469501, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.24897225130133324, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.151093562657626, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.026724704746527286, nan, nan, nan, nan, 0.0, nan, 0.3054635497097822, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0016371205388465316, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6341298023936943, nan, nan, 0.9532587094942613, nan, 0.1442093030367901, nan, nan, 0.06871012305456403, nan, 0.618813594517893, nan, 0.0, nan, 0.20762141800080722, nan, nan, 0.0, 0.6925099866844208, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.035332684083237774, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.5413535184835996, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6341926651498206, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.028166996105217605, nan, nan, nan, nan, 0.0, nan, 0.5338824514868072, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0016749015995310276, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.4875 | 5.5 | 220 | 3.0366 | 0.0627 | 0.1392 | 0.4307 | [0.46423375299845926, nan, nan, 0.4481757430411468, nan, 0.2739855536553381, nan, nan, 0.07300808096065252, nan, 0.23830588533304525, nan, 0.0, nan, 0.11785001715614635, nan, nan, 0.0, 0.06665502531992916, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.04739535739205834, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2588855826144872, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.16499618724730228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.031157628599579854, nan, nan, nan, nan, 0.0, nan, 0.31996753887163765, 0.0, 0.0, nan, nan, 8.473499131466339e-05, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0013838129368768408, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.644934469323864, nan, nan, 0.9636353628931802, nan, 0.4464624300437322, nan, nan, 0.07719457953030048, nan, 0.6325831363901552, nan, 0.0, nan, 0.26734542868674444, nan, nan, 0.0, 0.8005326231691079, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05011058344535727, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.540980883369699, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5799236435154834, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03430449478941274, nan, nan, nan, nan, 0.0, nan, 0.5284191912141095, 0.0, 0.0, nan, nan, 8.537230863797018e-05, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0013997391938937874, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.682 | 6.0 | 240 | 2.8357 | 0.0585 | 0.1272 | 0.4281 | [0.46293831031133204, nan, nan, 0.542627582728073, nan, 0.1435754429882688, nan, nan, 0.11042678015155079, nan, 0.23023240252964483, nan, 0.0, nan, 0.10370455349375245, nan, nan, 0.0, 0.07534885931236274, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.023743250391450924, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.23849924705015219, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1884254949218408, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03908498160492478, nan, nan, nan, nan, 0.0, nan, 0.1796097727026567, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6819738881116248, nan, nan, 0.9535744703039994, nan, 0.1789083764029481, nan, nan, 0.12370137907353727, nan, 0.6294435819596753, nan, 0.0, nan, 0.26060425515558033, nan, nan, 0.0, 0.738948069241012, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.02431601090863631, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6740699835681383, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5600246808838841, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04706195394098177, nan, nan, nan, nan, 0.0, nan, 0.21607333984829447, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.438 | 6.5 | 260 | 2.6757 | 0.0657 | 0.1318 | 0.4586 | [0.4700642684326503, nan, nan, 0.5635187836132599, nan, 0.25587253156117007, nan, nan, 0.07556551237597754, nan, 0.2785560171320001, nan, 0.0, nan, 0.09611117966922315, nan, nan, 0.0, 0.11815377078436748, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05159334546110197, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.23523094641184117, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19223082358648766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03310911303407247, nan, nan, nan, nan, 0.0, nan, 0.2593145544868407, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7513718884169537, nan, nan, 0.9430848382667338, nan, 0.35648261414722165, nan, nan, 0.08040070590677878, nan, 0.5559730641062406, nan, 0.0, nan, 0.1758807249524322, nan, nan, 0.0, 0.6744007989347537, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05432093430278411, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.5703741615709937, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.7028942192742278, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.040096960198364895, nan, nan, nan, nan, 0.0, nan, 0.36534040671971707, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.5801 | 7.0 | 280 | 2.5110 | 0.0704 | 0.1170 | 0.4936 | [0.48093481983372066, nan, nan, 0.60183643005853, nan, 0.31180086781958904, nan, nan, 0.07030261820680983, nan, 0.3559882789761534, nan, 0.0, nan, 0.06859335089733762, nan, nan, 0.0, 0.05923230853192651, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.035979330642724114, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.29843340094831944, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2175127948702865, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.011694114854589464, nan, nan, nan, nan, 0.0, nan, 0.3026474168017161, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00017945374280689582, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.8848659376418159, nan, nan, 0.8876615739372766, nan, 0.4191871311049268, nan, nan, 0.0767833329340648, nan, 0.5351827863421966, nan, 0.0, nan, 0.09845092348792066, nan, nan, 0.0, 0.21677762982689747, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.037300498358611385, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.5224748359058625, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5703598010103736, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012389033789868888, nan, nan, nan, nan, 0.0, nan, 0.41888408022709295, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00017945374280689582, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.7551 | 7.5 | 300 | 2.5082 | 0.0759 | 0.1390 | 0.4955 | [0.5030156161220373, nan, nan, 0.6244647253773674, nan, 0.15165259741238235, nan, nan, 0.21732030313082085, nan, 0.36877292660727584, nan, 0.0, nan, 0.11828682065099426, nan, nan, 0.0, 0.11144836133151989, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.049893783127960965, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3033459656072061, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20388808041868092, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07031745412329395, nan, nan, nan, nan, 0.0, nan, 0.3025385312783318, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010621012640080285, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.8243412948869969, nan, nan, 0.9044606283929802, nan, 0.19236062264901066, nan, nan, 0.30605131399276525, nan, 0.6610665585539262, nan, 0.0, nan, 0.19638292556360631, nan, nan, 0.0, 0.706491344873502, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.051981164544771245, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6436306333001104, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5119355211908526, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08430215558076702, nan, nan, nan, nan, 0.0, nan, 0.4658662571548234, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010635625157022025, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.1372 | 8.0 | 320 | 2.5459 | 0.0741 | 0.1510 | 0.4559 | [0.4735084306095979, nan, nan, 0.5154689917029953, nan, 0.31652574663424904, nan, nan, 0.16555536982349264, nan, 0.24411664718124756, nan, 0.0, nan, 0.13780154562145083, nan, nan, 0.0, 0.1418187921196003, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.04711310331802784, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.25574752484343916, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20721327242125512, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12850677120456167, nan, nan, nan, nan, 0.0, nan, 0.32881806108897743, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.002120259195730894, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6336874938568259, nan, nan, 0.9556689204456573, nan, 0.46681473439554727, nan, nan, 0.213536800581335, nan, 0.7278129913279079, nan, 0.0, nan, 0.31014683554035094, nan, nan, 0.0, 0.7313581890812251, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.049281786374082266, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.687368118596737, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.49851529057884386, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2108738113896069, nan, nan, nan, nan, 0.0, nan, 0.5530643585090046, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0021295177479751636, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.3723 | 8.5 | 340 | 2.5401 | 0.0855 | 0.1551 | 0.4858 | [0.4726814917496338, nan, nan, 0.6209730928052332, nan, 0.36514260031053364, nan, nan, 0.15421033815682644, nan, 0.26420460365041754, nan, 0.0, nan, 0.1820801960715001, nan, nan, 0.0, 0.3227148727511309, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.09287167993404952, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2899126823722605, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2109785307754851, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09295705920624593, nan, nan, nan, nan, 0.0, nan, 0.3446805232254195, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007161667798710662, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6895788762644482, nan, nan, 0.9218014009351155, nan, 0.6149155937490444, nan, nan, 0.1842823946529957, nan, 0.7652107704021596, nan, 0.0, nan, 0.3712354173473506, nan, nan, 0.0, 0.6222037283621837, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.10015017123842655, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6594564016916736, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5553777332150708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13034362975005556, nan, nan, nan, nan, 0.0, nan, 0.582949415980269, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007190113295129625, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.2067 | 9.0 | 360 | 2.3449 | 0.0846 | 0.1535 | 0.5007 | [0.4993734839374399, nan, nan, 0.6433777655738301, nan, 0.34016811648260886, nan, nan, 0.2203992224446572, nan, 0.3625928184524877, nan, 0.0, nan, 0.17464740440514206, nan, nan, 0.0, 0.12960173869940708, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.10894138172958834, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2794747073596035, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1883524455358551, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1152663150918494, nan, nan, nan, nan, 0.0, nan, 0.31786716216708566, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005150142793982339, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7244741965773893, nan, nan, 0.923110794384672, nan, 0.48807685250313465, nan, nan, 0.30330434643732684, nan, 0.7496366027548972, nan, 0.0, nan, 0.3279535277046376, nan, nan, 0.0, 0.6788948069241012, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.1181506558609226, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7519372536343147, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4030118391114882, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17850208774371631, nan, nan, nan, nan, 0.0, nan, 0.48719810135418123, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005156304209984806, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.6769 | 9.5 | 380 | 2.3447 | 0.0861 | 0.1567 | 0.5004 | [0.5013735143756092, nan, nan, 0.5823295905230683, nan, 0.36699431674261557, nan, nan, 0.27143901993051744, nan, 0.28611021648111556, nan, 0.0, nan, 0.21404545797637467, nan, nan, 0.0, 0.16667056867932478, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06832200955595934, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.30702142027704604, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.21195734116015158, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.145610116230644, nan, nan, nan, nan, 0.0, nan, 0.3159950880656851, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0047695132711706775, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6879999498089604, nan, nan, 0.9421462465020075, nan, 0.5704761613505, nan, nan, 0.4148999033770133, nan, 0.8125562400498373, nan, 0.0, nan, 0.4360141069746882, nan, nan, 0.0, 0.47396804260985353, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07143860342291647, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7205281541542081, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4065982800509043, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2361606568497877, nan, nan, nan, nan, 0.0, nan, 0.4885755502815394, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.004785433141517222, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 2.0995 | 10.0 | 400 | 2.2729 | 0.0860 | 0.1615 | 0.5047 | [0.5034928248694834, nan, nan, 0.6165157956637842, nan, 0.3907745554362096, nan, nan, 0.265880147960053, nan, 0.28642245737611916, nan, 0.0, nan, 0.16348664753575423, nan, nan, 0.0, 0.18866973932190106, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.1430556818150514, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2907080756403199, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.17657762506465677, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07597872142871702, nan, nan, nan, nan, 0.0, nan, 0.32066080240291783, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01609101893835166, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7015755803861782, nan, nan, 0.9263060620281693, nan, 0.6258410043120585, nan, nan, 0.38628831979812983, nan, 0.7913061535266838, nan, 0.0, nan, 0.3041215813649555, nan, nan, 0.0, 0.6731691078561918, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.16029737918006196, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6449146530901777, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3686128571979484, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09810056257967929, nan, nan, nan, nan, 0.0, nan, 0.7650705011866537, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01609101893835166, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.8539 | 10.5 | 420 | 2.1648 | 0.0892 | 0.1597 | 0.5134 | [0.5130183828610919, nan, nan, 0.6350020820987555, nan, 0.40100100942126515, nan, nan, 0.23002852952080077, nan, 0.3540799102730675, nan, 0.0, nan, 0.20212697521550463, nan, nan, 0.0, 0.18638315874665465, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.1360096630692029, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2603868021637156, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.193805301457246, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10731124986043955, nan, nan, nan, nan, 0.0, nan, 0.3355530648708726, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.015058081170228022, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.727708904517821, nan, nan, 0.918837884344637, nan, 0.7289366647298082, nan, nan, 0.2849020594271295, nan, 0.6305856875871412, nan, 0.0, nan, 0.3321337279698641, nan, nan, 0.0, 0.6746338215712383, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.14963105411566427, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6768714812919214, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.39953144884501174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18267757517631786, nan, nan, nan, nan, 0.0, nan, 0.6659500209409466, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.015074114395779247, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.7307 | 11.0 | 440 | 2.2161 | 0.0915 | 0.1574 | 0.5236 | [0.5157813626871395, nan, nan, 0.6451538477672673, nan, 0.3725131852346229, nan, nan, 0.2508939818486694, nan, 0.29099180799657326, nan, 0.0, nan, 0.2055850161474761, nan, nan, 0.0, 0.27819344553343356, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.20292855014215871, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.28459884219215825, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15521116691607242, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08936231260311311, nan, nan, nan, nan, 0.0, nan, 0.3416123438906082, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.028026692087702573, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7377230625735873, nan, nan, 0.8910538299758399, nan, 0.546217009694486, nan, nan, 0.3650152919850833, nan, 0.8598572120756658, nan, 0.0, nan, 0.31443274201918087, nan, nan, 0.0, 0.5111850865512649, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2333133207907681, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7290224389192683, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2469920172766187, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10928197990619773, nan, nan, nan, nan, 0.0, nan, 0.724286844432035, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.028138346872121262, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.6885 | 11.5 | 460 | 2.0661 | 0.0905 | 0.1503 | 0.5203 | [0.52390856575925, nan, nan, 0.6564212452040756, nan, 0.3716560071018191, nan, nan, 0.24506272745132893, nan, 0.3748244944052471, nan, 0.0, nan, 0.2054762571135367, nan, nan, 0.0, 0.21494196271544144, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.14424546245622716, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.292172974144031, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.10900762855683523, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10538370607667204, nan, nan, nan, nan, 0.0, nan, 0.3485371772628757, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.028549953470614904, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7619919987117633, nan, nan, 0.8980700931059855, nan, 0.48493073182666135, nan, nan, 0.31376518218623484, nan, 0.7351847640142788, nan, 0.0, nan, 0.44447060406296246, nan, nan, 0.0, 0.5085552596537949, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.15836351934708695, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.750787921234814, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1275693185762215, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20045848489456017, nan, nan, nan, nan, 0.0, nan, 0.6001768346595933, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02862885376912678, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.378 | 12.0 | 480 | 2.1094 | 0.0912 | 0.1603 | 0.5272 | [0.5167030320720983, nan, nan, 0.6290530092893143, nan, 0.36281672356646033, nan, nan, 0.22590422029167598, nan, 0.4427453726983215, nan, 0.0, nan, 0.13037356365228683, nan, nan, 0.0, 0.1835462477390879, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.1926050203971596, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.26932248879395665, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1520712518181303, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15127184278038627, nan, nan, nan, nan, 0.0, nan, 0.34866511677379164, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04359701527232153, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7403847561447426, nan, nan, 0.926320546468983, nan, 0.641479861769473, nan, nan, 0.3273562832890145, nan, 0.7313579685352372, nan, 0.0, nan, 0.1659443408737099, nan, nan, 0.0, 0.5371171770972037, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2172220018613208, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6951530497714804, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3104585245459103, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21930958256821717, nan, nan, nan, nan, 0.0, nan, 0.854241705058402, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04487539928457775, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.6773 | 12.5 | 500 | 2.0859 | 0.0965 | 0.1696 | 0.5198 | [0.49268513327315056, nan, nan, 0.6699069695836724, nan, 0.3576287513894035, nan, nan, 0.27163176446195314, nan, 0.35492222775249477, nan, 0.0, nan, 0.24078413442304394, nan, nan, 0.0, 0.22642657257573914, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.20305893554529902, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3073733482130534, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1707149711320421, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14420230387169178, nan, nan, nan, nan, 0.0, nan, 0.3959104303334268, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02518325156448474, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.6776799401053594, nan, nan, 0.8823921343692606, nan, 0.6457269335453684, nan, nan, 0.3923052966964521, nan, 0.7862185920952447, nan, 0.0, nan, 0.3846120581960754, nan, nan, 0.0, 0.6814580559254327, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.23304014186783387, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6998940459194211, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.30701669816050287, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26563176177499154, nan, nan, nan, nan, 0.0, nan, 0.8015449764996044, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.025853302547046788, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.727 | 13.0 | 520 | 2.0680 | 0.0896 | 0.1578 | 0.5267 | [0.5123571710820252, nan, nan, 0.5763872017988272, nan, 0.3627459623187423, nan, nan, 0.2528641618330636, nan, 0.3474515083453854, nan, 0.0, nan, 0.22412563494258228, nan, nan, 0.0, 0.18815548927162512, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.19038865024317256, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3058747479234044, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.13950791324939757, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08039906764106433, nan, nan, nan, nan, 0.0, nan, 0.3665754361956894, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03885554811848389, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7470491851275585, nan, nan, 0.9415987346392505, nan, 0.613462949937307, nan, nan, 0.35055777815042843, nan, 0.7732598957766813, nan, 0.0, nan, 0.36994772347254523, nan, nan, 0.0, 0.5207723035952064, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.20699399778061417, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6925446039741759, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19367745169873896, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10438718581503877, nan, nan, nan, nan, 0.0, nan, 0.7579133510167992, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04097527127424121, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.8846 | 13.5 | 540 | 2.0421 | 0.0937 | 0.1669 | 0.5263 | [0.511289807563319, nan, nan, 0.6426196477816508, nan, 0.3741312763544028, nan, nan, 0.2558901544702762, nan, 0.3762975757079434, nan, 0.0, nan, 0.22287212585720048, nan, nan, 0.0, 0.21913306306522418, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.22066261065936474, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2659197853534926, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14677303468175132, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12035856495557168, nan, nan, nan, nan, 0.0, nan, 0.34095438085238594, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04934263544472842, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7074003551016055, nan, nan, 0.8795879466277325, nan, 0.7451718706994098, nan, nan, 0.3535922190546918, nan, 0.749705821277774, nan, 0.0, nan, 0.3132507543579789, nan, nan, 0.0, 0.6081890812250332, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2455168560655753, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7048191148344692, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24814893370868843, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17941730312635235, nan, nan, nan, nan, 0.0, nan, 0.8885662431941924, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05127591611135703, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.3987 | 14.0 | 560 | 1.9714 | 0.0931 | 0.1558 | 0.5420 | [0.5260600092485703, nan, nan, 0.6430995147838019, nan, 0.39362009868133785, nan, nan, 0.25785607436691954, nan, 0.4200729422650556, nan, 0.0, nan, 0.1981714418821337, nan, nan, 0.0, 0.12887625396202987, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.16790636797363068, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.330013868020174, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15341476623142186, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04688083499175124, nan, nan, nan, nan, 0.0, nan, 0.39154609268677026, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06698235435752205, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.8267238008001289, nan, nan, 0.9015144931314781, nan, 0.5513738952261537, nan, nan, 0.38541791438085427, nan, 0.6913348297718755, nan, 0.0, nan, 0.29431492763929196, nan, nan, 0.0, 0.5251664447403462, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.17799536058846135, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.691238136285681, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24580617793374726, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.057997754359700116, nan, nan, nan, nan, 0.0, nan, 0.8140164735446043, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06989125103185902, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.8247 | 14.5 | 580 | 1.9551 | 0.0956 | 0.1625 | 0.5316 | [0.499730686256539, nan, nan, 0.6147078814102871, nan, 0.38206132497761863, nan, nan, 0.23835762812062353, nan, 0.44719161348224973, nan, 0.0, nan, 0.19466875645961815, nan, nan, 0.0, 0.1989123322642582, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.20129477405340943, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3112023496965495, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15629445471103606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14058095647604033, nan, nan, nan, nan, 0.0, nan, 0.39225837690363013, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.047179439055003575, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.74118363019242, nan, nan, 0.930089397968702, nan, 0.65256200495428, nan, nan, 0.3010404938153303, nan, 0.7094997478468095, nan, 0.0, nan, 0.3294190002114124, nan, nan, 0.0, 0.6173102529960053, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2188302077240183, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7173450421571532, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.22667849292352782, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22370144680054738, nan, nan, nan, nan, 0.0, nan, 0.7841407231606868, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04811753023795566, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.4057 | 15.0 | 600 | 1.9131 | 0.1004 | 0.1637 | 0.5596 | [0.5289467907991716, nan, nan, 0.6814795163603825, nan, 0.3855607364728753, nan, nan, 0.32352711431575787, nan, 0.41212079331075946, nan, 0.0, nan, 0.22033525710888735, nan, nan, 0.0, 0.19390506425449563, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2514823800094399, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.34112558096728174, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15056882095060894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06862757217416243, nan, nan, nan, nan, 0.0, nan, 0.38721446835260237, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07060661046925604, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.8227215882117979, nan, nan, 0.8780989461120864, nan, 0.523139086822227, nan, nan, 0.4299563200217202, nan, 0.7371525477360599, nan, 0.0, nan, 0.3419259672118545, nan, nan, 0.0, 0.5937083888149135, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2820580096214543, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6989063383886001, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.23873934672785468, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08116469198470158, nan, nan, nan, nan, 0.0, nan, 0.8484806179905998, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07355210738511969, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.3828 | 15.5 | 620 | 1.8766 | 0.1016 | 0.1665 | 0.5600 | [0.5265056035178942, nan, nan, 0.6356671704010439, nan, 0.4060184047404495, nan, nan, 0.32550735957552823, nan, 0.43565083664241283, nan, 0.0, nan, 0.2332041107413232, nan, nan, 0.0, 0.15216573685200277, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2485355624364544, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.332253918338824, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1722542176031801, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11529530661597508, nan, nan, nan, nan, 0.0, nan, 0.3876408893474526, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09351768759486379, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7924992628191052, nan, nan, 0.9285250783608248, nan, 0.5683965870515918, nan, nan, 0.48253998674428444, nan, 0.7507243224001028, nan, 0.0, nan, 0.36765582056850726, nan, nan, 0.0, 0.48485352862849534, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2656009087443493, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7172238235056434, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.27739963749951796, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14010397782430203, nan, nan, nan, nan, 0.0, nan, 0.7832658569500675, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10098460286886717, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 0.977 | 16.0 | 640 | 1.8494 | 0.1007 | 0.1637 | 0.5590 | [0.520830949332889, nan, nan, 0.6832651422889384, nan, 0.4028606865750924, nan, nan, 0.26214519012100734, nan, 0.4438106808882157, nan, 0.0, nan, 0.19877910278250993, nan, nan, 0.0, 0.1647999204405604, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2897873398763013, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3108943454812878, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.16167783898586313, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16014651140922048, nan, nan, nan, nan, 0.0, nan, 0.36269571027876585, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06793179617196766, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7876479851434522, nan, nan, 0.8678903122266062, nan, 0.5972392122083244, nan, nan, 0.3355173322473229, nan, 0.834414460738265, nan, 0.0, nan, 0.26910880052276526, nan, nan, 0.0, 0.4413115845539281, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.32728995704763036, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6832646427641444, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2818248428521846, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20416905460882584, nan, nan, nan, nan, 0.0, nan, 0.8436502396574992, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07468864775623003, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.191 | 16.5 | 660 | 1.8427 | 0.1035 | 0.1693 | 0.5575 | [0.5200570380411296, nan, nan, 0.633545838586771, nan, 0.3872421360643745, nan, nan, 0.29233891514309757, nan, 0.43969434913003186, nan, 0.0, nan, 0.22270016134578252, nan, nan, 0.0, 0.24995063608924994, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.299439617219655, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.30368541786449454, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18858257387120247, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13296111700802704, nan, nan, nan, nan, 0.0, nan, 0.39902870223292913, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07211088004753308, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7644294010745065, nan, nan, 0.9301560263964449, nan, 0.6070827854062816, nan, nan, 0.40086561419479516, nan, 0.7342898673970869, nan, 0.0, nan, 0.3236387922584613, nan, nan, 0.0, 0.5899467376830893, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.3385412245515313, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6948028625560075, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.367272762330801, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17324764032327863, nan, nan, nan, nan, 0.0, nan, 0.7738843129042766, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07550217139028796, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.2532 | 17.0 | 680 | 1.8772 | 0.1041 | 0.1757 | 0.5488 | [0.5209919869674579, nan, nan, 0.6616399202072231, nan, 0.40885649324595424, nan, nan, 0.26447647203065977, nan, 0.4257804976630507, nan, 0.0, nan, 0.2372334220723348, nan, nan, 0.0, 0.2037309531646305, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.24651228203068107, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3094843947102254, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18432287476535264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16302284851682494, nan, nan, nan, nan, 0.0, nan, 0.42387885454054264, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11601638462493276, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7370355498951217, nan, nan, 0.9012653607494829, nan, 0.5843106822838618, nan, nan, 0.3832658569500675, nan, 0.7760434692323666, nan, 0.0, nan, 0.39477426918567776, nan, nan, 0.0, 0.7005659121171771, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.27323448474905354, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7335793623001015, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3313312251745016, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2601989496953181, nan, nan, nan, nan, 0.0, nan, 0.8177672297454511, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13418354528814289, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.098 | 17.5 | 700 | 1.7877 | 0.1103 | 0.1796 | 0.5692 | [0.527212864672766, nan, nan, 0.6800542083251063, nan, 0.3933110572367137, nan, nan, 0.2982763856604823, nan, 0.4842885226927801, nan, 0.0, nan, 0.2665062534704778, nan, nan, 0.0, 0.25275192767880883, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.3349352896874783, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.3174133839486815, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1715256375783399, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15169793295118986, nan, nan, nan, nan, 0.0, nan, 0.41647396980109996, 0.0, 0.0, nan, nan, 0.005359787291330102, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11173667780272742, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7466037396507121, nan, nan, 0.8780236270198553, nan, 0.6394041102174378, nan, nan, 0.41961127214942223, nan, 0.8440605563191568, nan, 0.0, nan, 0.43585074282639197, nan, nan, 0.0, 0.6328894806924101, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.3871192279377152, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.7079932476721529, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3198006247348733, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20428893905191872, nan, nan, nan, nan, 0.0, nan, 0.8414909953929918, 0.0, 0.0, nan, nan, 0.005438216060238701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12204050869154294, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.717 | 18.0 | 720 | 1.8333 | 0.1031 | 0.1758 | 0.5484 | [0.5168026053641563, nan, nan, 0.6457189745316066, nan, 0.37045216341827497, nan, nan, 0.26075043564235867, nan, 0.4076161040534656, nan, 0.0, nan, 0.2735539535675768, nan, nan, 0.0, 0.29553550035939624, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.28401439641663745, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.30291879324278187, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15297082529231468, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15087808819152101, nan, nan, nan, nan, 0.0, nan, 0.3642159815870368, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09978998214848261, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7237971403655162, nan, nan, 0.8890752553606915, nan, 0.6688239701519925, nan, nan, 0.35906619073856694, nan, 0.851580654411692, nan, 0.0, nan, 0.4631085314524034, nan, nan, 0.0, 0.6159121171770972, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.3063076550290388, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6293896865375463, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.32478500636304036, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2074995029181628, nan, nan, nan, nan, 0.0, nan, 0.8777793289590022, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11368992785959539, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.1141 | 18.5 | 740 | 1.7336 | 0.1124 | 0.1795 | 0.5771 | [0.532835560817949, nan, nan, 0.6985907473309608, nan, 0.4191623975067214, nan, nan, 0.3311326358815255, nan, 0.4882834139935378, nan, 0.0, nan, 0.24564378962556013, nan, nan, 0.0, 0.23030272965163145, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.3498640691309194, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2939462462468383, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18682251004106684, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18968728167129864, nan, nan, nan, nan, 0.0, nan, 0.4137492625503638, 0.0, 0.0, nan, nan, 0.0002467539097731566, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11571952092481597, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7641847197562388, nan, nan, 0.8530061008464708, nan, 0.5989670937949173, nan, nan, 0.42954906611088484, nan, 0.8584926183389532, nan, 0.0, nan, 0.3403019353846745, nan, nan, 0.0, 0.6181757656458056, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.4248503303612907, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6694008206951665, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3991168871235201, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25166083813845774, nan, nan, nan, nan, 0.0, nan, 0.8420121922844246, 0.0, 0.0, nan, nan, 0.00024757969505011354, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12957756588943256, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.1854 | 19.0 | 760 | 1.7386 | 0.1111 | 0.1740 | 0.5751 | [0.5302849021861704, nan, nan, 0.6747989897095966, nan, 0.39638472013268966, nan, nan, 0.2890989924465662, nan, 0.4686161882831895, nan, 0.0, nan, 0.28102116787850245, nan, nan, 0.0, 0.24947903980947742, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.26471255307084873, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.34360280388408354, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.22317493987422135, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1893666913102047, nan, nan, nan, nan, 0.0, nan, 0.4259794528704275, 0.0, 0.0, nan, nan, 5.099742463005618e-05, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10919129949804797, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.8142717175582895, nan, nan, 0.8861870578624441, nan, 0.5307884033150861, nan, nan, 0.3588106588729448, nan, 0.824076179928606, nan, 0.0, nan, 0.41857738655801346, nan, nan, 0.0, 0.6137483355525966, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2954206260890502, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6923425728883262, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.43210828737804174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24416075041813354, nan, nan, nan, nan, 0.0, nan, 0.732449160035367, 0.0, 0.0, nan, nan, 5.1223385182782114e-05, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1171115125557802, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.3815 | 19.5 | 780 | 1.8184 | 0.1090 | 0.1804 | 0.5563 | [0.5130922637131022, nan, nan, 0.6671738320312414, nan, 0.37646717709023686, nan, nan, 0.29180070353690224, nan, 0.4797437132390502, nan, 0.0, nan, 0.25136706266676134, nan, nan, 0.0, 0.2621839670443927, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.25376082618739404, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2954781409684484, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18639998167113433, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1955561177345805, nan, nan, nan, nan, 0.0, nan, 0.40167045989471095, 0.0, 0.0, nan, nan, 0.0007115568694886109, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18467812966721556, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7448109784534049, nan, nan, 0.8764940700699309, nan, 0.6601386892565522, nan, nan, 0.4183096567089093, nan, 0.8125908493112757, nan, 0.0, nan, 0.3571476619707482, nan, nan, 0.0, 0.6631491344873502, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.273808623502339, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6542125726189514, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.392185029501369, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26671364577363477, nan, nan, nan, nan, 0.0, nan, 0.865633579971148, 0.0, 0.0, nan, nan, 0.0007171273925589496, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.230777513249668, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 0.565 | 20.0 | 800 | 1.7494 | 0.1113 | 0.1761 | 0.5648 | [0.5243030990949022, nan, nan, 0.6876206510834092, nan, 0.39562704348564864, nan, nan, 0.29640400356118557, nan, 0.483772335116469, nan, 0.0, nan, 0.26087953860270024, nan, nan, 0.0, 0.2965770441993322, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2709434989101498, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.28838264833907923, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20640452004161416, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15410356174367879, nan, nan, nan, nan, 0.0, nan, 0.4230803789822589, 0.0, 0.0, nan, nan, 0.00022961331417054316, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1654754694124773, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.788496004584115, nan, nan, 0.8636840306143141, nan, 0.5518364475977858, nan, nan, 0.38416021847974513, nan, 0.8464090419167598, nan, 0.0, nan, 0.38251234840768006, nan, nan, 0.0, 0.6238681757656458, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.29813080794595687, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6406854690263898, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.47053719486329104, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21019836489315666, nan, nan, nan, nan, 0.0, nan, 0.7888128810088882, 0.0, 0.0, nan, nan, 0.0002305052333225195, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19610705013937574, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 0.8407 | 20.5 | 820 | 1.7152 | 0.1150 | 0.1808 | 0.5777 | [0.535033646275017, nan, nan, 0.6782423076072289, nan, 0.39825313433437265, nan, nan, 0.30915462035833285, nan, 0.5210961803662487, nan, 0.0, nan, 0.28912071535022354, nan, nan, 0.0, 0.29119078967512785, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.31655329560837797, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.308713789679204, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19741051156745076, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15066206460865214, nan, nan, nan, nan, 0.0, nan, 0.4132272206643232, 0.0, 0.0, nan, nan, 0.005076913979675449, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18532487247423554, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.7902673300249073, nan, nan, 0.8882235702408473, nan, 0.6044833175326463, nan, nan, 0.43010804206693337, nan, 0.8033452323270278, nan, 0.0, nan, 0.45395052949203357, nan, nan, 0.0, 0.6331557922769641, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.34863186747889807, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6183049142939238, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4509853071613127, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19106948619282096, nan, nan, nan, nan, 0.0, nan, 0.7790032109451347, 0.0, 0.0, nan, nan, 0.005130875749142008, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23514422099130247, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
| 1.0725 | 21.0 | 840 | 1.7691 | 0.1106 | 0.1767 | 0.5692 | [0.5386647966804291, nan, nan, 0.6876345029509832, nan, 0.3991040579379325, nan, nan, 0.32158103508488445, nan, 0.5242364924558699, nan, 0.0, nan, 0.22697382458944526, nan, nan, 0.0, 0.23716873532371688, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.24968902525707246, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.2900316231742997, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18727757629292405, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13236761606326825, nan, nan, nan, nan, 0.0, nan, 0.4028351636403175, 0.0, 0.0, nan, nan, 0.002403029685483323, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22440265117056235, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] | [0.8156687014950655, nan, nan, 0.8626875010863331, nan, 0.5881716566255849, nan, nan, 0.49265745154876267, nan, 0.7481187394318148, nan, 0.0, nan, 0.2811064557667544, nan, nan, 0.0, 0.6354527296937417, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2602361068453699, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.6715827564223438, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.42515714781535613, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16600486555398308, nan, nan, nan, nan, 0.0, nan, 0.8275582856345107, 0.0, 0.0, nan, nan, 0.0024160363344545564, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2892076519075933, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- Feb 22, 2024
- Updated
- Mar 28, 2024