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segformer-b0-scene-parse-150-FINETUNE
kxwoo/segformer-b0-scene-parse-150-FINETUNE
segformer-b0-scene-parse-150-FINETUNE is a machine learning model from kxwoo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- Aug 10, 2024
- Updated
- Aug 14, 2024
- SHA
- 0f315bf6
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-FINETUNE
This model is a fine-tuned version of kxwoo/segformer-b0-scene-parse-150 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 1.6911
- Mean Iou: 0.1305
- Mean Accuracy: 0.2183
- Overall Accuracy: 0.6443
- Per Category Iou: [0.4941171449830129, 0.6755914823518744, 0.9277173608506933, 0.6595893946814566, 0.2628451285738408, 0.48086506053451367, 0.47962367163888076, 0.3297800465430523, 0.06813804173354736, 0.27008782173307955, 0.0, 0.047366168689698104, 0.4032724535477992, 0.009869851446600665, 0.0, 0.0013409769016728688, 0.0, 0.12749696022233803, nan, 0.0, 0.6324666384240627, nan, nan, nan, 0.0015743142863478125, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
- Per Category Accuracy: [0.7816896653956457, 0.9451074805625882, 0.9619947928888293, 0.8581466237277627, 0.32036540351063547, 0.5302474940349395, 0.7679752308019201, 0.8681818181818182, 0.420054424012534, 0.6170601564213142, 0.0, 0.06267534941185555, 0.5886877566364005, 0.009915575377675732, 0.0, 0.0013427549975662566, nan, 0.5187279151943462, nan, 0.0, 0.6984707155179976, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
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 |
|---|---|---|---|---|---|---|---|---|
| 3.3033 | 1.0 | 20 | 1.7785 | 0.1226 | 0.1901 | 0.6440 | [0.4800136753560712, 0.6896904881483451, 0.9323150741440327, 0.5226362361852047, 0.3375309405940594, 0.4285230562594175, 0.48130442894674474, 0.4380214087082397, 0.0, 0.40783070343607136, 0.0, 0.011482228698099579, 0.2423747859589041, 0.0, 0.0, 0.02628975688719686, nan, 0.14115832532355768, 0.0, 0.000457235072619688, 0.0, nan, nan, nan, 0.1337959466263847, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8119065021677806, 0.9254375069372136, 0.9596616495144872, 0.988676873267088, 0.434540722840375, 0.485731831353509, 0.8277820900311783, 0.7574769433465086, 0.0, 0.6064249689350194, 0.0, 0.0118658464389591, 0.3492761166695583, 0.0, 0.0, 0.029439903321640176, nan, 0.4057179569547061, nan, 0.00047625717887659334, 0.0, nan, nan, nan, 0.198529068409993, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.4735 | 2.0 | 40 | 1.7652 | 0.1236 | 0.1903 | 0.6373 | [0.4954767956843636, 0.6052252369314935, 0.9197324341485844, 0.694701011484156, 0.33534409964112305, 0.42262032863167076, 0.45726831825927383, 0.23762436610128151, 0.005565681551881266, 0.3440879011112498, 0.0, 0.01639553103940278, 0.30572370297594526, 0.0, 0.0, 0.35830456821220885, nan, 0.12873614967109376, nan, 0.0, 0.0, nan, nan, nan, 0.11283469001177494, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7861778666220488, 0.960120932150087, 0.938734873118568, 0.926128437839048, 0.4218405608519, 0.46478855220147514, 0.7563668373740834, 0.7701581027667984, 0.01410076688381298, 0.503581609531467, 0.0, 0.01656328022444725, 0.37192759238910417, 0.0, 0.0, 0.3867805770489602, nan, 0.33067780276260844, nan, 0.0, 0.0, nan, nan, nan, 0.15437777258930657, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.6365 | 3.0 | 60 | 1.7426 | 0.1212 | 0.1853 | 0.6457 | [0.4861758166128435, 0.6435349482411329, 0.9296230604438971, 0.6955325649560335, 0.42840654870856215, 0.3294138304764557, 0.4669125757350338, 0.23438131726381856, 0.00508635831381733, 0.36841332027424095, 0.00409373235460192, 0.03122789162084673, 0.1717725668179526, 0.0, 0.0, 0.10945761697316352, nan, 0.23136639190544725, nan, 0.0, 0.0005848124214158309, nan, nan, nan, 0.07591575091575091, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8626152504909429, 0.9464790667928138, 0.9581330383381941, 0.9644290216474073, 0.5593847093501872, 0.3480204954998177, 0.7893187169624776, 0.8019762845849803, 0.011462026882163768, 0.5498867041882903, 0.01274351838289146, 0.03238011891585802, 0.21012858327068032, 0.0, 0.0, 0.11049195186223333, nan, 0.3408287825248956, nan, 0.0, 0.0005848124214158309, nan, nan, nan, 0.09677795937427038, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6107 | 4.0 | 80 | 1.7359 | 0.1211 | 0.1965 | 0.6412 | [0.5161767236658896, 0.6310518492611699, 0.9195442836113837, 0.6879123379085463, 0.2608181666747269, 0.5792574189095928, 0.48821671849745824, 0.2124466127999611, 0.019415655713558824, 0.2905896607431341, 0.0, 0.045875141991669824, 0.15931561601570718, 0.0, 0.0, 0.1729563174030097, nan, 0.130392198015923, 0.0, 0.0, 0.04128775695195766, nan, nan, nan, 0.051519987390901745, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7747885790102474, 0.9536805551885073, 0.9381359435933536, 0.937348235658808, 0.32223756539288845, 0.671144460010107, 0.7937721424575798, 0.8634387351778656, 0.05978395316236497, 0.6310942182588992, 0.0, 0.049895755579006974, 0.17519711603338925, 0.0, 0.0, 0.18654223803689218, nan, 0.598715065852875, nan, 0.0, 0.04128775695195766, nan, nan, nan, 0.06105533504552883, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.6167 | 5.0 | 100 | 1.7056 | 0.1315 | 0.1958 | 0.6560 | [0.4928916007969971, 0.6421745217501978, 0.9279672364579319, 0.686182471975191, 0.3804885887346953, 0.4403389102877518, 0.5112859767459486, 0.3625702348364789, 0.013510539981516525, 0.34078307808798025, 0.0, 0.02510867215831312, 0.38129277786620747, 0.0, 0.0, 0.031470820255459137, 0.0, 0.20737563224278122, nan, 0.0, 0.06213631977543203, nan, nan, nan, 0.017904761904761906, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.837963900654884, 0.9200568719377157, 0.952492373705206, 0.979316995884065, 0.565910720450381, 0.4724135945805907, 0.8483623796122441, 0.8289196310935442, 0.05063082378164426, 0.5099042467655873, 0.0, 0.02691050423412525, 0.5079713916681126, 0.0, 0.0, 0.031470820255459137, nan, 0.41619017025377447, nan, 0.0, 0.06213631977543203, nan, nan, nan, 0.018655148260565024, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.4622 | 6.0 | 120 | 1.7536 | 0.1306 | 0.1996 | 0.6440 | [0.5017467007293978, 0.6069786995993703, 0.9212855533806467, 0.689136458745688, 0.2918129034512713, 0.5459976977286127, 0.4901317342650739, 0.3706203516615795, 0.0322785015757497, 0.29829107051001164, 0.0, 0.0017645253682487725, 0.3002764543262161, 0.0, 0.0, 0.14320457556901092, 0.0, 0.12799454821856052, nan, 0.0, 0.1140276519248195, nan, nan, nan, 0.048042594465195945, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7719500632575124, 0.9405223127216605, 0.9414010034304359, 0.9443746017531472, 0.38804870276442627, 0.621991082794399, 0.8102415777354743, 0.8518774703557312, 0.1638492619774058, 0.572216943205906, 0.0, 0.0017760160613626418, 0.3936537312281919, 0.0, 0.0, 0.14330552711525874, nan, 0.47060713138451654, nan, 0.0, 0.11406766279715781, nan, nan, nan, 0.05435442446883026, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.5387 | 7.0 | 140 | 1.7808 | 0.1260 | 0.1874 | 0.6310 | [0.4845000382805123, 0.5512204089502136, 0.8838822976055986, 0.7381248696611526, 0.28558870100777944, 0.4311129667321933, 0.528026847182406, 0.4394356005788712, 0.02551494290553461, 0.2953507389752079, 0.0, 0.000102739286218809, 0.26375404530744334, 0.0, 0.0, 0.026561082240369547, nan, 0.14666852079939607, nan, 0.0, 0.06517734436679436, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7801896844756377, 0.9746719028314402, 0.8987228051355972, 0.9447965281485181, 0.3580210850572271, 0.4755736373115329, 0.8753821403327711, 0.8001317523056654, 0.11552733569720458, 0.5411885096118705, 0.0, 0.00010295745283261693, 0.3519364602008752, 0.0, 0.0, 0.027022944326020912, nan, 0.4743334404111789, nan, 0.0, 0.06517734436679436, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.4959 | 8.0 | 160 | 1.7043 | 0.1227 | 0.2008 | 0.6385 | [0.5013283832500854, 0.6573183945829396, 0.9247944314167311, 0.6940601335591271, 0.2926113370693276, 0.5105187544547398, 0.46451191539006476, 0.19531960069961582, 0.05799618287797245, 0.26971748087110065, 0.0, 0.007845155459600588, 0.23092408346560334, 0.001647843736184237, 0.0, 0.13047794639058288, 0.0, 0.15484939812122173, nan, 0.0, 0.14819470837596843, nan, nan, nan, 0.03372970737255713, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7666017946934138, 0.9522825414779305, 0.946563418367917, 0.9352127714536655, 0.3792322808508378, 0.58646938788565, 0.7648617356651302, 0.8423254281949935, 0.2781396882988373, 0.5359257364227761, 0.0, 0.008043551002548197, 0.3449771557457637, 0.001666141764281578, 0.0, 0.13897514224810756, nan, 0.5644715708319948, nan, 0.0, 0.14822070820784233, nan, nan, nan, 0.03808078449684801, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.477 | 9.0 | 180 | 1.6781 | 0.1285 | 0.1959 | 0.6436 | [0.46216104648408685, 0.6512407054765522, 0.9313535489261274, 0.6618119927916043, 0.31029699613149825, 0.23131309536519687, 0.5646541946418095, 0.3909251831040811, 0.0230852076732171, 0.30303030303030304, 0.0, 0.011161120479442914, 0.3991539816329098, 0.0019317450096587251, 0.0, 0.08268677680422715, 0.0, 0.14453941891864455, nan, 0.0, 0.19914127990186056, nan, nan, nan, 0.02861849330112014, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8018762970725422, 0.9390423738219951, 0.9665895656643536, 0.9676494394406462, 0.4009812252702021, 0.24946426401069552, 0.9390743639667142, 0.7928853754940711, 0.12195926445122454, 0.580732402602149, 0.0, 0.011840107075750946, 0.4893297090972182, 0.0019506049923296521, 0.0, 0.08299904328706423, nan, 0.45737230966912945, nan, 0.0, 0.19936255446065673, nan, nan, nan, 0.03042260098062106, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.9221 | 10.0 | 200 | 1.7257 | 0.1184 | 0.1991 | 0.6297 | [0.46498463529031214, 0.6181556119889973, 0.9295436176052351, 0.6852299791604645, 0.2852447041636231, 0.357313615388892, 0.49016077663102364, 0.2907562197629042, 0.05020105955192443, 0.2301466716810831, 0.0, 0.011428070746391959, 0.3181966631167909, 0.0, 0.0, 0.05134251033658237, 0.0, 0.16360592617393488, 0.0, 0.0, 0.24790234238433748, nan, nan, nan, 0.015904572564612324, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7764089106498645, 0.9282626045867535, 0.9612461309823115, 0.9513234711626225, 0.3733170459675492, 0.4111253974041592, 0.7768213729733011, 0.7779644268774704, 0.2594211264121382, 0.5591331043052409, 0.0, 0.011750019304522406, 0.43199737821217205, 0.0, 0.0, 0.051897480655935815, nan, 0.6278830709926116, nan, 0.0, 0.24880844469136523, nan, nan, nan, 0.016810646742937193, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.5096 | 11.0 | 220 | 1.7446 | 0.1213 | 0.2096 | 0.6291 | [0.4922147837891146, 0.6515541142850855, 0.9241098957292614, 0.5363568919858009, 0.25486277868269774, 0.4439757645701096, 0.46410051749382863, 0.2905282538527981, 0.09735660575624001, 0.26026878978796203, 0.027185621952602337, 0.04246637980560669, 0.16232578315070817, 0.0002028418138114991, 0.0, 0.09652615263045923, 0.0, 0.14045358163547525, nan, 0.0, 0.2846373797764492, nan, nan, nan, 0.04882216082594155, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7471754273184392, 0.9387728135224132, 0.961196965125764, 0.9835965350371123, 0.30228111639270255, 0.4921798537680631, 0.7614533691226275, 0.84199604743083, 0.5882740991176714, 0.5782472041517432, 0.14047165665738978, 0.04661398676996731, 0.16592446937713262, 0.00020318802003433878, 0.0, 0.10661474680676077, nan, 0.5872791519434629, nan, 0.0, 0.2881663206526507, nan, nan, nan, 0.06271305159934626, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.4295 | 12.0 | 240 | 1.7641 | 0.1299 | 0.2017 | 0.6338 | [0.48385962669394017, 0.6028053305710499, 0.9243448137254691, 0.7018438983433978, 0.27364403639925494, 0.38809714624202934, 0.47446230719096244, 0.3987386005284241, 0.04832175925925926, 0.23739534264360737, 0.0, 0.03616290958664005, 0.35212304671520905, 0.0, 0.0, 0.10001840111075797, 0.0, 0.14864355097293389, nan, 0.0, 0.26636857234110506, nan, nan, nan, 0.017969728257287845, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7998978486575024, 0.9350544670370038, 0.9558803481836569, 0.9357294160194258, 0.35795469633799826, 0.42748853365061695, 0.7576287135367656, 0.7704874835309617, 0.27541848767213656, 0.5212338279365544, 0.0, 0.03823582404571311, 0.49783124168642645, 0.0, 0.0, 0.1003541516306081, nan, 0.6075811114680373, nan, 0.0, 0.2682534577034416, nan, nan, nan, 0.019098762549614755, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.2719 | 13.0 | 260 | 1.7604 | 0.1285 | 0.2012 | 0.6439 | [0.4903193739873637, 0.6586804200731189, 0.9256000086061297, 0.6082723858470054, 0.2608496641580533, 0.44138737013959445, 0.49186230885994214, 0.3752332163298865, 0.05399732875405457, 0.3148655951642281, 0.0025642159246651044, 0.034595221414248783, 0.284924460597847, 0.0, 0.0, 0.10336192222076732, 0.0, 0.10747121461345338, nan, 0.0, 0.3257009078969908, nan, nan, nan, 0.046755801814823736, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.813702956811704, 0.9413204226282658, 0.9614271507268725, 0.9539066939914237, 0.32537111294048915, 0.48078067128519064, 0.8191917921676951, 0.7816864295125164, 0.3033726395646079, 0.574921423872524, 0.00849567892192764, 0.03685876811407686, 0.3566595338615465, 0.0, 0.0, 0.10599372262038638, nan, 0.3987793125602313, nan, 0.0, 0.3335770051755899, nan, nan, nan, 0.05437777258930656, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.7819 | 14.0 | 280 | 1.7656 | 0.1379 | 0.2143 | 0.6516 | [0.5234244102314448, 0.596674134212313, 0.913250737667477, 0.6652967670780473, 0.2924509219435336, 0.6053543903580992, 0.48268844479755896, 0.5751119775348696, 0.09107662066423687, 0.29046202730413256, 0.0, 0.02677737533884599, 0.3663929850360143, 0.0, 0.0, 0.08975097519627367, 0.0, 0.12843495260226476, nan, 0.0, 0.2808734075519339, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7574551400031115, 0.9453004011691517, 0.9427709429787805, 0.929762171284895, 0.36474626231510743, 0.7360852571852591, 0.7929742551244747, 0.8162384716732543, 0.5501772903438608, 0.5746290475842409, 0.0, 0.0302566214511853, 0.5187477107551135, 0.0, 0.0, 0.09152553752160997, nan, 0.44741407002891104, nan, 0.0, 0.2862364396619784, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.9999 | 15.0 | 300 | 1.7736 | 0.1253 | 0.2029 | 0.6273 | [0.46913294955999585, 0.6371134537074808, 0.9234139577744381, 0.7240003498691355, 0.25840770854670486, 0.25832269617243697, 0.4833643040438899, 0.33865548513986016, 0.05468781208804378, 0.23632441482340064, 0.0, 0.02852868646494396, 0.3876070594342071, 0.002468734443417216, 0.0, 0.11150804200451947, 0.0, 0.12337073149655063, nan, 0.0, 0.34665837385502657, nan, nan, nan, 0.004158097111687383, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8044917236864894, 0.941077289809035, 0.9584816689573487, 0.9265675857199442, 0.3283054943304034, 0.273151790797495, 0.7579929664497049, 0.816699604743083, 0.3386657870866661, 0.5365104889993422, 0.0, 0.031414892795552235, 0.5758101517166927, 0.002468734443417216, 0.0, 0.11264035985833935, nan, 0.5503372952136203, nan, 0.0, 0.3585484955700459, nan, nan, nan, 0.004342750408592108, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.0207 | 16.0 | 320 | 1.7520 | 0.1201 | 0.2082 | 0.6293 | [0.4854493473272392, 0.6772952033372123, 0.9318262803367579, 0.6429429750984521, 0.24167126922398036, 0.4307256839114193, 0.47148960931901573, 0.18363782539990575, 0.08274094639533819, 0.25625356473559846, 0.0015250814063723671, 0.018821833815787867, 0.2498752458390818, 0.0030806335566117083, 0.0, 0.036631984841937304, 0.0, 0.12684954701103093, nan, 0.0, 0.39213883781826286, nan, nan, nan, 0.0535151549876812, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7576048445567718, 0.9259581283001316, 0.9701205680891243, 0.9306490777894502, 0.2817802798948403, 0.5022804761813379, 0.7589296167972629, 0.8727272727272727, 0.4472664302795415, 0.5747021416563117, 0.005419657243298667, 0.019832179351882834, 0.3282054247874617, 0.0030884579045219493, 0.0, 0.036992900182950365, nan, 0.6449726951493736, nan, 0.0, 0.41162022281353255, nan, nan, nan, 0.06542143357459725, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.115 | 17.0 | 340 | 1.8059 | 0.1375 | 0.2065 | 0.6374 | [0.49049964560959636, 0.6210729554544201, 0.8985208635854232, 0.6637376833407472, 0.2695875055890029, 0.49045186050006356, 0.4789712778429074, 0.6165333194339475, 0.06966581659759856, 0.2824186280318127, 0.0, 0.028342088178008616, 0.3764996872690055, 0.003721052845033865, 0.0, 0.0012583259231917856, nan, 0.1211835953434372, nan, 0.0, 0.35216819973718794, nan, nan, nan, 0.009712963599294435, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8023958599352454, 0.9521081201076127, 0.9209725900349748, 0.9379165446811442, 0.34424542581724515, 0.54281729963474, 0.7653604152483208, 0.7792160737812912, 0.43250597839531624, 0.574921423872524, 0.0, 0.030900105531389152, 0.510593179496077, 0.0037285001676301164, 0.0, 0.0012588328102183656, nan, 0.4962415676196595, nan, 0.0, 0.36047837656071813, nan, nan, nan, 0.009899603081951903, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.9178 | 18.0 | 360 | 1.7417 | 0.1251 | 0.2098 | 0.6311 | [0.49375774764644254, 0.6625810587985342, 0.9275453044219706, 0.6350601886165563, 0.2907377743314526, 0.42506791427709023, 0.475640324305788, 0.17965213403648989, 0.08011954710040807, 0.2574579585451701, 0.0, 0.000883044355079295, 0.34561453527551705, 0.0, 0.0, 0.09416161142205987, 0.0, 0.15298778007675032, nan, 0.0, 0.35085616438356165, nan, nan, nan, 0.006092798000312451, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7553035039671707, 0.9313176213153486, 0.9602762227213302, 0.855838944667367, 0.3783559497570173, 0.46843475535256224, 0.7578411944026469, 0.9032608695652173, 0.4598004452873753, 0.6014911190702434, 0.0, 0.0009523564387017065, 0.5141210263528232, 0.0, 0.0, 0.09431175414155994, nan, 0.5557982653389014, nan, 0.0, 0.35948419544431126, nan, nan, nan, 0.006374036890030353, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.2847 | 19.0 | 380 | 1.7638 | 0.1289 | 0.2123 | 0.6327 | [0.49893343814513635, 0.6466226166971839, 0.9063119002523198, 0.5799938109237196, 0.27208475035990737, 0.47626550889582897, 0.4737440996848703, 0.2718717913433752, 0.0969410138126321, 0.27904138085168567, 0.0, 0.02200080040225344, 0.3962478909451244, 0.004784155525598273, 0.0, 0.0582010582010582, 0.0, 0.12801807395143489, nan, 0.0, 0.431282722513089, nan, nan, nan, 0.00210898700591877, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.767596889667744, 0.9538074070941929, 0.9335702233694255, 0.7746568619009075, 0.34630347611333884, 0.5375143129465799, 0.7672814157296549, 0.8459815546772068, 0.6013028778758143, 0.5931949418902127, 0.0, 0.027592597359141335, 0.5704509089507065, 0.004795237272810395, 0.0, 0.058896591080749926, nan, 0.47690330870542885, nan, 0.0, 0.4432000935699874, nan, nan, nan, 0.002171375204296054, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.7542 | 20.0 | 400 | 1.7535 | 0.1215 | 0.1988 | 0.6245 | [0.47193972580698756, 0.6543176386058037, 0.9233462329825908, 0.6313144089686576, 0.2622060029259039, 0.28764582851928877, 0.4712977861326621, 0.21747283473136103, 0.056601651617878605, 0.275844634247639, 0.0, 0.00874655034274014, 0.35289222307989193, 0.009903291328556848, 0.0, 0.06277846638303575, 0.0, 0.12468560372878375, nan, 0.0, 0.4125727120889247, nan, nan, nan, 0.001656643594689663, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.792110276483763, 0.943408193576008, 0.9677941291497659, 0.8165653469268259, 0.3248400031866585, 0.31055415891048893, 0.7697141048267847, 0.85566534914361, 0.290508782056568, 0.5582925224764271, 0.0, 0.010115569740804612, 0.5640506621942051, 0.0099562129816826, 0.0, 0.06290807163597913, nan, 0.45544490844844204, nan, 0.0, 0.41893037808123046, nan, nan, nan, 0.001704412794770021, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.2304 | 21.0 | 420 | 1.7043 | 0.1303 | 0.2157 | 0.6478 | [0.5126742783932474, 0.6872742546813363, 0.9305650453144942, 0.6259920295068114, 0.27585858854152834, 0.5249450363605614, 0.4632014561891992, 0.20612510860121633, 0.0861965137286177, 0.30279094260136913, 0.0, 0.014913708055196095, 0.3357893777345649, 0.005472551260912227, 0.0, 0.06778102525368625, 0.0, 0.1159911187462522, nan, 0.0, 0.5320427972645048, nan, nan, nan, 0.04654965434449642, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7987383722124866, 0.9167137956732929, 0.9678924608628607, 0.9440818364992164, 0.34474998008338426, 0.5956744516302366, 0.7625071007636303, 0.8752305665349144, 0.43671147027294466, 0.6094218258899203, 0.0, 0.014980309387145762, 0.426098355599252, 0.005496235941928864, 0.0, 0.06928615787441884, nan, 0.4598136845486669, nan, 0.0, 0.5641685429398521, nan, nan, nan, 0.05250992295120243, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.1888 | 22.0 | 440 | 1.7470 | 0.1343 | 0.2173 | 0.6450 | [0.4792394558654439, 0.6564431738103323, 0.9283684951378994, 0.6848821507881147, 0.31407312769333073, 0.438974358974359, 0.4887849591052234, 0.3399162178336326, 0.09198693640008049, 0.2423039308703966, 0.0, 0.04052345143734616, 0.3605417051400431, 0.0, 0.0, 0.021035703843279945, nan, 0.15297225891677674, nan, 0.0, 0.533362964609145, nan, nan, nan, 0.003392932877966026, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.759768222126333, 0.9502581964830309, 0.9639480182807594, 0.9215130797182565, 0.3982128156783599, 0.49007529089664614, 0.7686256824321688, 0.8793148880105401, 0.4900634946812897, 0.6066807981872671, 0.0, 0.04618928727703277, 0.5645518863377865, 0.0, 0.0, 0.02173584652310378, nan, 0.48358496627047864, nan, 0.0, 0.5614199245591976, nan, nan, nan, 0.003548914312397852, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.2055 | 23.0 | 460 | 1.7101 | 0.1307 | 0.2138 | 0.6443 | [0.5000176299092338, 0.6609375349868263, 0.9311473142308806, 0.6391775044764867, 0.263561943463087, 0.4992882257096304, 0.4757559340859779, 0.31173719348907236, 0.0817829014952631, 0.24075382095249545, 0.0, 0.053303063625506956, 0.3724689399947132, 0.005013927576601671, 0.0, 0.009107818613302546, nan, 0.1233804699485092, nan, 0.0, 0.44765565812733243, nan, nan, nan, 0.0032591814860992627, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7909038339042654, 0.9360798532746291, 0.9628462561317644, 0.9344119723767372, 0.3263868603446902, 0.5586558943752519, 0.7578108399932353, 0.8320487483530962, 0.4726643027954152, 0.5854835172867481, 0.0, 0.05801652467117963, 0.5432691380872515, 0.005028903495849885, 0.0, 0.009533560482720421, nan, 0.5218760038548025, nan, 0.0, 0.4665048685634083, nan, nan, nan, 0.003478869950968947, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.8234 | 24.0 | 480 | 1.7180 | 0.1294 | 0.2151 | 0.6462 | [0.49802968679648285, 0.6606707997217968, 0.9261387774620585, 0.7019810563908802, 0.28068021978600893, 0.4799484380258152, 0.4637632428541782, 0.27704476969436076, 0.07014970388243036, 0.30279551471733374, 0.0, 0.05553202005224882, 0.39949879787815956, 0.004598492828782108, 0.0, 0.020683797691808083, 0.0, 0.16593886462882096, nan, 0.0, 0.3847543250642057, nan, nan, nan, 0.0015979833899754676, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7857434298780935, 0.9313493342917699, 0.9695082296939426, 0.9342742004925345, 0.3537124571792761, 0.5382691409673312, 0.7655555507373953, 0.8479249011857708, 0.4219510183887194, 0.5684525984942621, 0.0, 0.060732027489639906, 0.60542093189135, 0.00461236805477949, 0.0, 0.020846271337216133, nan, 0.6103437198843559, nan, 0.0, 0.3986373870581011, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.1887 | 25.0 | 500 | 1.7272 | 0.1372 | 0.2214 | 0.6465 | [0.49768378424823856, 0.6781983338642572, 0.9299498300695905, 0.6897564137597946, 0.26377675168183723, 0.46334022870955743, 0.476088792179533, 0.29250809224600427, 0.061170634634519154, 0.2694868302239091, 0.0, 0.050969805112043194, 0.4018788627935723, 0.006014824415731703, 0.0, 0.0668027343117245, nan, 0.13666534725816765, nan, 0.0, 0.5982823918493626, nan, nan, nan, 0.018001892770439863, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.782097683688955, 0.9283524580199475, 0.9631189031544367, 0.9345927979747533, 0.3303303502668827, 0.5100782334465576, 0.7628106448577462, 0.8602108036890646, 0.34979797146862374, 0.6435202105109276, 0.0, 0.05661372937633523, 0.6267615136969136, 0.006034684195019862, 0.0, 0.06921902012454052, nan, 0.5767426919370382, nan, 0.0, 0.6559256118599959, nan, nan, nan, 0.02042960541676395, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.7246 | 26.0 | 520 | 1.7183 | 0.1361 | 0.2182 | 0.6570 | [0.5122724397808411, 0.6697937597149032, 0.9342487485626843, 0.7286841099412766, 0.3741062887685769, 0.5375131922621118, 0.4680467255354412, 0.29425909878682843, 0.06106631259647873, 0.29125002475100487, 0.0, 0.028305609700680436, 0.3895302079853507, 0.014600826538138975, 0.0, 0.055304872934664094, 0.0, 0.2085687382297552, nan, 0.0, 0.4167337757907306, nan, nan, nan, 0.003084265742137374, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7893245976323198, 0.9337965189722881, 0.9659906361391394, 0.9028708216370744, 0.5036978516610457, 0.5831750113544045, 0.7617092134305252, 0.8947957839262187, 0.46647975591654983, 0.5375703530443681, 0.0, 0.03046253635685053, 0.6069246043220944, 0.014680334447480977, 0.0, 0.05533829033719935, nan, 0.45538066174108577, nan, 0.0, 0.4388140004093687, nan, nan, nan, 0.003198692505253327, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6303 | 27.0 | 540 | 1.7519 | 0.1312 | 0.2141 | 0.6506 | [0.495726927483154, 0.6757752161383286, 0.9367507869373803, 0.6507418131884534, 0.2667890356019331, 0.49271896167059537, 0.47327378607926535, 0.3832679903882636, 0.03723515669056634, 0.2925387095157761, 0.0, 0.06447884866986481, 0.38541847688050584, 0.004772520012159286, 0.0, 0.0008987567198708453, 0.0, 0.12742510533870444, nan, 0.0, 0.6163406520292748, nan, nan, nan, 0.0015846799392911348, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8065670397538974, 0.9295628366200309, 0.9676712145083973, 0.9385365181600565, 0.3338688690017792, 0.5495467833451675, 0.7763747295205304, 0.7985507246376812, 0.19056650449410406, 0.6400847891236021, 0.0, 0.07611129700651206, 0.5558190195284638, 0.004785077871808678, 0.0, 0.0009063596233572232, nan, 0.5304208159331835, nan, 0.0, 0.6771835433784613, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.2918 | 28.0 | 560 | 1.7307 | 0.1389 | 0.2207 | 0.6548 | [0.49817518927756116, 0.6634831326999211, 0.9244909255740162, 0.6794297352342159, 0.37011805352648386, 0.4821640028042724, 0.47829700134140674, 0.4471875415061761, 0.08170061355290469, 0.30656451738352647, 0.0, 0.04790820985005995, 0.3887249529269595, 0.007293289364543082, 0.0, 0.009911033507940467, 0.0, 0.1868421052631579, nan, 0.0, 0.5365347356767229, nan, nan, nan, 0.0015875855283752963, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7853354115847841, 0.9579855917377126, 0.9480585073692914, 0.9335767303287582, 0.4793464694479114, 0.5235372008674125, 0.7761839303756575, 0.8871870882740448, 0.5907479178692174, 0.5762005701337621, 0.0, 0.056047463385755836, 0.5333024887706515, 0.007324928122237913, 0.0, 0.01000352473186861, nan, 0.4150979762287183, nan, 0.0, 0.566829439457294, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.8834 | 29.0 | 580 | 1.6766 | 0.1380 | 0.2250 | 0.6629 | [0.521407759158579, 0.7021256523484545, 0.9319437786010024, 0.6303735065537641, 0.271091208651937, 0.6506038092814587, 0.48091808539555947, 0.38491855730075625, 0.050872315072260074, 0.3276064037485357, 0.0, 0.08160046352926029, 0.372723808486894, 0.009012107174284646, 0.0, 0.020838833157338966, 0.0, 0.11170653073672286, nan, 0.0, 0.6530189372082044, nan, nan, nan, 0.009668720264848392, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.787401921501977, 0.9244306199358341, 0.9557596683539494, 0.9358930201319166, 0.34081312903311467, 0.7523268533266806, 0.7902076675238173, 0.8717720685111989, 0.27459388142162117, 0.7052481543746802, 0.0, 0.09787392859900645, 0.5279625238563415, 0.009052026292529793, 0.0, 0.021198744524077277, nan, 0.4941856729842596, nan, 0.0, 0.7280037427994971, nan, nan, nan, 0.010296521130049032, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.4646 | 30.0 | 600 | 1.7231 | 0.1369 | 0.2153 | 0.6419 | [0.4866325911185664, 0.6474162595542639, 0.9298166269221281, 0.7244046553267681, 0.2957342230832706, 0.4043645927742532, 0.4791141460420457, 0.47998384661305615, 0.07398519012846344, 0.274261309160638, 0.0, 0.035377099906197085, 0.4181766634617755, 0.00897464435315782, 0.0, 0.011182831754547741, 0.0, 0.1462640889751437, nan, 0.0, 0.4676749703440095, nan, nan, nan, 0.0015978755007426744, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7953656166800227, 0.9466508454150965, 0.960265048663024, 0.8709335767303288, 0.3830695488222641, 0.4366616131570362, 0.7581924382829811, 0.9004281949934124, 0.47538550342211594, 0.5749945179445947, 0.0, 0.03737355537823994, 0.6540011181153972, 0.009011388688522925, 0.0, 0.011195219792208664, nan, 0.5035656922582717, nan, 0.0, 0.5072370537150209, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6726 | 31.0 | 620 | 1.7191 | 0.1387 | 0.2191 | 0.6420 | [0.48274264662799554, 0.6526757569557731, 0.9257595470659183, 0.6489652808265726, 0.2559403702601083, 0.4131548082171101, 0.4761979707966211, 0.5195083661982617, 0.06778546898476068, 0.25129042695798215, 0.0, 0.05549307541531442, 0.41116771211188663, 0.007473039339780265, 0.0, 0.0014307579689891528, nan, 0.13974237053687213, nan, 0.0, 0.6544676436259889, nan, nan, nan, 0.0015650487148966186, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7739050286053113, 0.9526578116989171, 0.9588660565630831, 0.9291680300342707, 0.3082029901479141, 0.4551740902083453, 0.7609763712604452, 0.8938076416337286, 0.416673538385421, 0.5960456107009722, 0.0, 0.06667782039072354, 0.6052859869296165, 0.0074976379392671, 0.0, 0.0014434616223837258, nan, 0.5192418888531962, nan, 0.0, 0.737828591479283, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.02 | 32.0 | 640 | 1.6936 | 0.1382 | 0.2245 | 0.6548 | [0.5000549257199458, 0.6858093977244383, 0.9253112482407708, 0.6730581918081918, 0.2729276427600272, 0.5294731109282842, 0.4855109947249029, 0.5047861914095952, 0.06865128389059366, 0.28855207997420185, 0.0, 0.06533646727481698, 0.41014552903217166, 0.0068154659429242705, 0.0, 0.004787711540379692, 0.0, 0.12857620320855614, nan, 0.0, 0.6635161172733427, nan, nan, nan, 0.0036840040109866155, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.788367662642256, 0.9446159294280565, 0.9550579374923178, 0.9282122375876143, 0.3411649892450275, 0.5845823178337716, 0.7814569249248728, 0.8736824769433466, 0.4261565102663478, 0.6540457568891163, 0.0, 0.0812076909217266, 0.5905769861006689, 0.0068372768741554995, 0.0, 0.004833917991238524, nan, 0.4943141663989721, nan, 0.0, 0.7451387467469809, nan, nan, nan, 0.00394583236049498, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.7881 | 33.0 | 660 | 1.6529 | 0.1394 | 0.2235 | 0.6476 | [0.5065347369860984, 0.6827265906220022, 0.9193023417293037, 0.6253302721699202, 0.26597608183214033, 0.5079445174615096, 0.4860038766825127, 0.47798166751702176, 0.07393878654411667, 0.273051754907793, 0.0, 0.06291545828724052, 0.4007899018527266, 0.012362776216565919, 0.0, 0.054779999347663005, 0.0, 0.1289507151716883, nan, 0.0, 0.6476612453901461, nan, nan, nan, 0.008217937103662483, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7826025696346328, 0.9498512132856229, 0.9468137172739768, 0.839624916045258, 0.3266059431181454, 0.5537750996309019, 0.7784778564583342, 0.8948616600790514, 0.46235672466397293, 0.6374534025290549, 0.0, 0.08124629996653883, 0.5888419794498101, 0.012424947425099817, 0.0, 0.0563789254603132, nan, 0.5276582075168648, nan, 0.0, 0.7137928009590924, nan, nan, nan, 0.008895633901470931, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.4499 | 34.0 | 680 | 1.6848 | 0.1334 | 0.2205 | 0.6528 | [0.5087514364492113, 0.6652493547847435, 0.9295648746276308, 0.6934004940806571, 0.26114869529200607, 0.5571542765787371, 0.483105685270851, 0.41027995897812675, 0.06509983651683038, 0.25608981484422144, 0.0, 0.047408105560791704, 0.40636694318687355, 0.005471678994832303, 0.0, 0.010075440067057838, 0.0, 0.1236766905047454, nan, 0.0, 0.5785900371042867, nan, nan, nan, 0.0015793571349126904, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7875222722215862, 0.9352896716121292, 0.9644486160928788, 0.9305026951624847, 0.32649308229545637, 0.6286629948761251, 0.7653343971831108, 0.8828722002635047, 0.384184052115115, 0.5893940501425334, 0.0, 0.051787598774806314, 0.5987122395080292, 0.005486076540927147, 0.0, 0.010087446919216503, nan, 0.5366527465467394, nan, 0.0, 0.6429135354834936, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.2908 | 35.0 | 700 | 1.7561 | 0.1358 | 0.2202 | 0.6410 | [0.49083838100508687, 0.6575328543763951, 0.9328145623354169, 0.6392109292660131, 0.2667714086896012, 0.48081601249137257, 0.4760436733844711, 0.5476065547303842, 0.08895456869567386, 0.24376867901972504, 0.0, 0.05284301953699236, 0.39977161839510017, 0.006208223617581527, 0.0, 0.0018607867999407184, nan, 0.13193162284331827, nan, 0.0, 0.5562771696433247, nan, nan, nan, 0.0015463019426779337, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7602173357873139, 0.94039810356401, 0.9681829863788229, 0.8303511460898617, 0.325776084127785, 0.5436680803699937, 0.764016148545807, 0.8937747035573123, 0.5881916384926198, 0.5961917988451136, 0.0, 0.06060333067359913, 0.5939120544406531, 0.006227712814052483, 0.0, 0.0018966414340623374, nan, 0.5325409572759396, nan, 0.0, 0.6211292727857539, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.8339 | 36.0 | 720 | 1.7487 | 0.1330 | 0.2160 | 0.6429 | [0.49020990128696385, 0.6746903251846111, 0.9302167423862538, 0.6598820259000611, 0.2618847205488345, 0.4506920517647616, 0.4779369873910286, 0.5140008825771252, 0.06691802708809648, 0.26399758271642243, 0.0, 0.03983757213079718, 0.3847604778403542, 0.006310586185589984, 0.0, 0.00608579980046558, 0.0, 0.12083484793408457, nan, 0.0, 0.6301093839953944, nan, nan, nan, 0.005096015047460741, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8062617598797667, 0.940963651643525, 0.9659481747175757, 0.8380491501196893, 0.31602358127307006, 0.48699201033730577, 0.7712101435763565, 0.844038208168643, 0.41271542838294717, 0.638622907682187, 0.0, 0.04797817301999949, 0.5544695699111291, 0.006329306824069653, 0.0, 0.0061431041138656235, nan, 0.5125602312881464, nan, 0.0, 0.7040849147635896, nan, nan, nan, 0.005440112070978286, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.4402 | 37.0 | 740 | 1.6826 | 0.1351 | 0.2291 | 0.6529 | [0.5088227772568409, 0.6908807612527917, 0.9341819600026, 0.6717842719496295, 0.2661896281559681, 0.5485567182873403, 0.48295702518603634, 0.33511896735599495, 0.08619965892693165, 0.26287791081085043, 0.0, 0.05051531744210193, 0.4163076714004213, 0.006432790007395176, 0.0, 0.09307957911273299, 0.0, 0.13776044697939704, nan, 0.0, 0.5879862397459645, nan, nan, nan, 0.0015519804144443472, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7709373559827517, 0.9409583661474548, 0.9635457521817349, 0.9095355365353816, 0.33044321108957164, 0.6079436053912631, 0.7581794292503762, 0.9004611330698287, 0.5418487672136555, 0.6555807324026022, 0.0, 0.059483668374044424, 0.5905577082489928, 0.006451219636090256, 0.0, 0.09546988032696084, nan, 0.608287825248956, nan, 0.0, 0.6497266001929881, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.5737 | 38.0 | 760 | 1.6932 | 0.1328 | 0.2226 | 0.6521 | [0.5069286362783434, 0.6758223709051366, 0.9299776397730642, 0.7041444426485642, 0.2623912395305342, 0.5394151159234803, 0.47943429071111626, 0.31390577595926955, 0.07932297223263458, 0.2708223024468512, 0.0, 0.05094231015221933, 0.40252051197899574, 0.011242657392148338, 0.0, 0.00781918552947296, 0.0, 0.12673338209889032, nan, 0.0, 0.6149155227032735, nan, nan, nan, 0.0015643935220887959, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7850741624617299, 0.9460377278709493, 0.9601466036449778, 0.9003134310365613, 0.3213346788113764, 0.6093061339371958, 0.7679318673599036, 0.8894927536231884, 0.4536983590335615, 0.6168774212411373, 0.0, 0.06150420838588453, 0.5910974880959265, 0.011297253913909237, 0.0, 0.007821547860823444, nan, 0.5231609380019274, nan, 0.0, 0.6811017866019474, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6733 | 39.0 | 780 | 1.6709 | 0.1363 | 0.2230 | 0.6484 | [0.49974418202201537, 0.6571123204250462, 0.9253791481000895, 0.7124321303098051, 0.2614036613471322, 0.46754820173768563, 0.48642007846237895, 0.39025797887689734, 0.09690875330177577, 0.28114403394464466, 0.0, 0.058482038096987134, 0.39997091985777167, 0.04302582356084821, 0.0, 0.004893663376292547, nan, 0.12316681175919106, nan, 0.0, 0.5877738076743825, nan, nan, nan, 0.0015176452985058676, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7798667923010764, 0.9570183459568598, 0.9546668454515995, 0.9219522275991527, 0.31927662851528266, 0.51841332591299, 0.7683091293054477, 0.8909090909090909, 0.6111156922569473, 0.5787588626562385, 0.0, 0.07376901495457003, 0.5833285138704143, 0.04335016407432618, 0.0, 0.004901055741116837, nan, 0.4726630260199165, nan, 0.0, 0.6637913389280389, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.063 | 40.0 | 800 | 1.6764 | 0.1317 | 0.2209 | 0.6465 | [0.5035742712967392, 0.6669209682424744, 0.9227787780682467, 0.6697274578857381, 0.2638966872543515, 0.5077896142313691, 0.48055113908759234, 0.3394736508017113, 0.0829574830867389, 0.26432602475537076, 0.0, 0.043409297899120965, 0.3983303974879375, 0.013906294215143307, 0.0, 0.007576392497359996, 0.0, 0.12252584211041184, nan, 0.0, 0.6386456052549265, nan, nan, nan, 0.0015614004222378607, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7818393699493059, 0.9541351078505473, 0.9529348664141329, 0.8465910069402587, 0.3182675199830045, 0.564406660397756, 0.7693498519138455, 0.880764163372859, 0.4974849509359281, 0.6111029895475477, 0.0, 0.05459318936449512, 0.6015846394077844, 0.013979335778362507, 0.0, 0.00758656573624935, nan, 0.4828140057822037, nan, 0.0, 0.7164244568554636, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.2506 | 41.0 | 820 | 1.7108 | 0.1355 | 0.2204 | 0.6444 | [0.4968714166262928, 0.6705686212574599, 0.922158279886583, 0.6643996278387126, 0.256536996022293, 0.4776612412889949, 0.4809416949755255, 0.41758277133061855, 0.07545579224178064, 0.2775198205881424, 0.0, 0.045774579591520065, 0.4106717360451036, 0.00932452795841382, 0.0, 0.006878474714927292, nan, 0.11730232558139535, nan, 0.0, 0.6327524680263603, nan, nan, nan, 0.0015547672228791662, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7796994754469855, 0.9481519262990428, 0.9572257048037277, 0.8731465376203351, 0.3052818865018456, 0.5226416421987244, 0.7741545212892819, 0.8545454545454545, 0.4945163684340727, 0.642204517213654, 0.0, 0.06074489717124398, 0.6080234418676382, 0.009366967723583017, 0.0, 0.006915188237466221, nan, 0.4860905878573723, nan, 0.0, 0.7103131670516681, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 0.8775 | 42.0 | 840 | 1.6962 | 0.1322 | 0.2188 | 0.6438 | [0.49613191572259185, 0.6659761695025268, 0.9244480862126659, 0.6691253474691318, 0.25029941472894496, 0.47154048523823444, 0.48143749846438605, 0.31094471276507374, 0.06722677992033554, 0.2549226493884769, 0.0, 0.046631383206980404, 0.40805090713544934, 0.010496192854903785, 0.0, 0.006794296807015195, nan, 0.12726018159863253, nan, 0.0, 0.6237417654808959, nan, nan, nan, 0.001584786053882726, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.777474454825917, 0.949039889638842, 0.9631457208943717, 0.891272151135757, 0.2941418594152482, 0.5159505395740979, 0.7647229726506771, 0.8630764163372859, 0.4203018058876886, 0.6269278561508662, 0.0, 0.058737226841007954, 0.6143851329207873, 0.010545458239782183, 0.0, 0.006814481612648752, nan, 0.5213620301959525, nan, 0.0, 0.6921547413667066, nan, nan, nan, 0.0016577165538174178, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
The model card is truncated. Read the rest on Hugging Face.
- Type
- segformer
- License
- other
- Created
- Aug 10, 2024
- Updated
- Aug 14, 2024