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segformer-b0-scene-parse-150
nommis/segformer-b0-scene-parse-150
segformer-b0-scene-parse-150 is a machine learning model from nommis. 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
- Oct 9, 2023
- Updated
- Oct 9, 2023
- SHA
- 3dba73b9
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/segformer-b0-finetuned-ade-512-512 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5845
- Mean Iou: 0.3672
- Mean Accuracy: 0.5180
- Overall Accuracy: 0.8290
- Per Category Iou: [0.7471836875245966, 0.7577637085524198, 0.8895546109310157, 0.11085509472606246, 0.9216125389161993, 0.06317712705545406, 0.9563222390153204, 0.830028328611898, 0.9289316210582935, 0.9387814548102598, nan, 0.7060518731988472, 0.1376830208065759, 0.0, 0.0, 0.5381879054195439, 0.0, 0.527306967984934, nan, nan, 0.8465404640804165, 0.5976121816945779, 0.9477989695381, nan, nan, 0.6212450409224044, 0.4029468326443188, nan, nan, nan, nan, nan, 0.16078532846007051, nan, 0.0, nan, 0.434913217623498, nan, nan, nan, nan, nan, nan, 0.2213077571123064, nan, nan, 0.8266935514170852, nan, nan, nan, nan, nan, 0.5321733037486862, 0.1086237598575426, nan, nan, nan, 0.17764306053090842, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6124371859296482, 0.0, nan, nan, nan, 0.9673457592833405, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.013296011196641007, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0]
- Per Category Accuracy: [0.8046025215425907, 0.8330558233283674, 0.9275152014660044, 0.847081838930551, 0.9766833720148048, 0.9471424341131182, 0.9685170298752354, 0.9812570167259719, 0.9895076096687556, 0.9631904896312408, nan, 0.8260084286574353, 0.16703022748519789, nan, nan, 0.5728285077951002, nan, 0.6947890818858561, nan, nan, 0.9260856681921443, 0.5976838849585837, 0.9607825170660191, nan, nan, 0.877902764192298, 0.9764888095105207, nan, nan, nan, nan, nan, 0.16078532846007051, nan, 0.0, nan, 0.4390161725067385, nan, nan, nan, nan, nan, nan, 0.23217077979468353, nan, nan, 0.8289671974682272, nan, nan, nan, nan, nan, 0.8216732780382258, 0.1086237598575426, nan, nan, nan, 0.17764306053090842, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6153083303281645, 0.0, nan, nan, nan, 0.9673457592833405, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.013296011196641007, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|---|---|---|---|---|---|---|---|---|
| 0.9318 | 1.0 | 20 | 0.2916 | 0.4543 | 0.6104 | 0.9030 | [0.757090402085336, 0.7731882375762819, 0.8908793360413805, 0.1527664054275354, 0.9195973891162452, 0.16413046640868223, 0.9279042647106907, 0.9158157876205901, 0.9211787977335971, 0.9482659144816975, nan, 0.7666795858479597, 0.27555311757176815, 0.0, 0.0, 0.6286692251841095, nan, 0.4524504084014002, 0.0, nan, 0.8171449046012361, 0.9924705069001888, 0.9540714444197914, nan, nan, 0.6286554799547224, 0.8838112472160357, nan, nan, nan, nan, nan, 0.6348761698605717, nan, 0.0, nan, 0.5885750962772786, nan, nan, nan, nan, nan, nan, 0.3801982667248582, nan, nan, 0.9391201792664229, nan, nan, nan, nan, nan, 0.3228922508700902, 0.06351626016260163, nan, nan, nan, 0.6948766948766949, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8541389504804139, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7224854716137684, 0.0, nan, nan, nan, 0.977742761473311, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4930264993026499, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7718560177991242, 0.8195061445433893, 0.9355203570316918, 0.8516465601565048, 0.9854602318558662, 0.8352087651761919, 0.9375295944323926, 0.9898959146004985, 0.9839212175470009, 0.9823839014428265, nan, 0.8336544250451535, 0.4696167030227485, nan, nan, 0.6749443207126948, nan, 0.641439205955335, nan, nan, 0.9010305205281006, 0.9951784635074122, 0.9850185550006872, nan, nan, 0.9154711444408217, 0.8859323547468885, nan, nan, nan, nan, nan, 0.6450819937251351, nan, 0.0, nan, 0.6179245283018868, nan, nan, nan, nan, nan, nan, 0.41457610986470866, nan, nan, 1.0, nan, nan, nan, nan, nan, 0.8196898665705012, 0.0635970490969219, nan, nan, nan, 0.7013869752916322, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9469436250409702, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7285430941218897, 0.0, nan, nan, nan, 0.9780509910548922, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4947515745276417, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.358 | 2.0 | 40 | 0.2648 | 0.4367 | 0.5955 | 0.9083 | [0.7702341696432783, 0.768773656441056, 0.8885412077618897, 0.2813692748091603, 0.9139945857330831, 0.1786782345788557, 0.9448199240811036, 0.9165182705320892, 0.9358270651216372, 0.9491400452017247, nan, 0.7358159912376779, 0.08692919983242564, 0.0, 0.0, 0.6708966091117121, nan, 0.36234738085860574, 0.0, nan, 0.8197892588033983, 0.9910025820992201, 0.9578030508168607, nan, nan, 0.6293571794327393, 0.8798763248422724, nan, nan, nan, nan, nan, 0.8234798614794248, nan, 0.0, nan, 0.4612054612054612, nan, nan, 0.0, nan, nan, nan, 0.3806302188090449, nan, nan, 0.9435715132124659, nan, nan, nan, nan, nan, 0.43967181467181465, 0.008649198677181379, nan, nan, nan, 0.7387119355967798, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8496329263189928, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7909324208725407, 0.0, nan, nan, nan, 0.9716803930067909, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.43356643356643354, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7929439186325752, 0.8167186857485692, 0.9460989114566665, 0.7691555265731985, 0.9871055290722562, 0.8050044418122594, 0.9551981588133596, 0.9793541757844462, 0.9890778871978514, 0.9831476531239104, nan, 0.8089102950030103, 0.12932377687753194, nan, nan, 0.7182628062360802, nan, 0.380479735318445, nan, nan, 0.8990880057946202, 0.9926143837320914, 0.9723278508269574, nan, nan, 0.9127993334057892, 0.8815091812245354, nan, nan, nan, nan, nan, 0.8537374260115794, nan, 0.0, nan, 0.466644204851752, nan, nan, nan, nan, nan, nan, 0.42456999116187366, nan, nan, 1.0, nan, nan, nan, nan, nan, 0.8213126577713667, 0.008649198677181379, nan, nan, nan, 0.7754202259575641, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9151098000655523, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8335737468445726, 0.0, nan, nan, nan, 0.9716803930067909, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4338698390482855, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2793 | 3.0 | 60 | 0.2870 | 0.4162 | 0.5814 | 0.8955 | [0.713973155874427, 0.7965737195854968, 0.8779457965401705, 0.1786823866804748, 0.9031049407573143, 0.13306080011342422, 0.8949712104653629, 0.8798668772180055, 0.9140418210693488, 0.9444516025124818, nan, 0.7374674479166666, 0.16006959547629404, 0.0, 0.0, 0.6852987012987013, nan, 0.3823088455772114, 0.0, nan, 0.8192899264392972, 0.9923064302279692, 0.9578418621339193, nan, nan, 0.6603980053862435, 0.8805556329590102, nan, nan, nan, nan, nan, 0.7359250918572953, nan, 0.0, nan, 0.3828360710693932, nan, nan, 0.0, nan, nan, nan, 0.3880670308759438, nan, nan, 0.9488334405757728, nan, nan, nan, nan, nan, 0.23578881794113066, 0.014959432048681541, nan, nan, nan, 0.5399946375904907, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6331547809401983, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.8067641060503059, 0.0, nan, nan, nan, 0.9754239403134072, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.38838348495451364, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7274818124028818, 0.846467308872006, 0.9580452690232044, 0.7313335507010108, 0.9861562071385515, 0.8337281610897246, 0.906299897589499, 0.9860141190797861, 0.9892927484333035, 0.9736339637051918, nan, 0.818362432269717, 0.22935493923340605, nan, nan, 0.734521158129176, nan, 0.4218362282878412, nan, nan, 0.8873999934152043, 0.9944274592058019, 0.9784670362395199, nan, nan, 0.9127993334057892, 0.8818580119439638, nan, nan, nan, nan, nan, 0.8033120936701491, nan, 0.0, nan, 0.38477088948787064, nan, nan, nan, nan, nan, nan, 0.4298048813651506, nan, nan, 1.0, nan, nan, nan, nan, nan, 0.8189686260367832, 0.01500890358687357, nan, nan, nan, 0.5549738219895288, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6489265814487053, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8559322033898306, 0.0, nan, nan, nan, 0.9754239403134072, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.38838348495451364, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.3673 | 4.0 | 80 | 0.3017 | 0.4121 | 0.5854 | 0.8959 | [0.6930239160932594, 0.821582774329195, 0.8876895483450188, 0.13995459704880817, 0.9210232458111495, 0.13345570739003332, 0.8831808124129265, 0.8573353268816851, 0.9138272583201268, 0.9376992176180817, nan, 0.75151613601906, 0.19001189060642093, 0.0, 0.0, 0.6703730645328899, 0.0, 0.2974197360646051, 0.0, nan, 0.8290362731152204, 0.9922762279954571, 0.9575418994413408, nan, nan, 0.7112122728265695, 0.8889979946061821, nan, nan, nan, nan, nan, 0.38998091603053436, nan, 0.0, nan, 0.38600602611315704, nan, nan, 0.0, nan, nan, nan, 0.30914030661750436, nan, nan, 0.9430382763716098, nan, nan, nan, nan, nan, 0.20779339295491878, 0.3257726819541376, nan, nan, nan, 0.36047684548372305, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8134631618210015, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7669374274747836, 0.0, nan, nan, nan, 0.9710893065899567, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4184744576627012, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7327217827376749, 0.8850805228423316, 0.9546915209357176, 0.8040430388001304, 0.9727492188478261, 0.8719277465205804, 0.8900518659633745, 0.9929024032881092, 0.9911548791405551, 0.9671088678211492, nan, 0.8355809753160747, 0.2489872234340916, nan, nan, 0.7183741648106904, nan, 0.6244830438378826, nan, nan, 0.9210482994765088, 0.9939341960254542, 0.9815824437623127, nan, nan, 0.9140854254972286, 0.8968995925657197, nan, nan, nan, nan, nan, 0.39657793446970924, nan, 0.0, nan, 0.3884770889487871, nan, nan, nan, nan, nan, nan, 0.32490312053844583, nan, nan, 0.9938212689003868, nan, nan, nan, nan, nan, 0.8211323476379373, 0.3324853726787077, nan, nan, nan, 0.36107283916597777, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.848840544083907, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7746123332131266, 0.0, nan, nan, nan, 0.9710893065899567, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4184744576627012, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.3958 | 5.0 | 100 | 0.2844 | 0.4108 | 0.5785 | 0.8932 | [0.6971130499530577, 0.7759844211067662, 0.8892159728598072, 0.2810911731148221, 0.9235574071264019, 0.14931943394188182, 0.9214596712746272, 0.8290949347794696, 0.9015033696215656, 0.9425034743544165, nan, 0.7093385605146764, 0.1964597902097902, 0.0, 0.0, 0.5280968643278485, 0.0, 0.39581114660986866, 0.0, nan, 0.7903220919310365, 0.9904506342588486, 0.9590248266607023, nan, nan, 0.6430577721034153, 0.827307670881845, nan, nan, nan, nan, nan, 0.3877828875711001, nan, 0.0, nan, 0.45463675929025776, nan, nan, nan, nan, nan, nan, 0.33792841785759453, nan, nan, 0.9053883500665159, nan, nan, nan, nan, nan, 0.3064429889052266, 0.43461733400912317, nan, nan, nan, 0.15670065215394507, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8583444990323061, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8072214336408801, 0.0, nan, nan, nan, 0.9739396566444681, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.3331000699790063, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7604578683429863, 0.8340669933869478, 0.9468485727938695, 0.8835996087381807, 0.9747963762692813, 0.8186259994077584, 0.9322053495721884, 0.9832930565334044, 0.9963831692032229, 0.9683707184246791, nan, 0.8496688741721854, 0.2801495793081957, nan, nan, 0.5682628062360802, nan, 0.4611248966087676, nan, nan, 0.8587561320910019, 0.9923344235486509, 0.982223851193476, nan, nan, 0.9123555410643771, 0.8288776022771669, nan, nan, nan, nan, nan, 0.41456156806934696, nan, 0.0, nan, 0.45754716981132076, nan, nan, nan, nan, nan, nan, 0.36331497722482836, nan, nan, 1.0, nan, nan, nan, nan, nan, 0.8267219617742517, 0.43627575680488423, nan, nan, nan, 0.15670065215394507, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9448541461815798, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8203209520375045, 0.0, nan, nan, nan, 0.9739396566444681, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.3331000699790063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.4259 | 6.0 | 120 | 0.3058 | 0.4001 | 0.5730 | 0.8931 | [0.6985909995058325, 0.769530414879837, 0.8823505792125921, 0.13364543275929333, 0.9235814361253398, 0.1355318670893976, 0.9608289930555556, 0.859073263401338, 0.9031491190933664, 0.9501623220082929, nan, 0.7494519947391495, 0.14520255863539447, 0.0, 0.0, 0.6518163838867492, nan, 0.3726523133302794, 0.0, nan, 0.8326698033538424, 0.990911752182244, 0.9583520129113243, nan, nan, 0.6285787193786099, 0.8561691056910569, nan, nan, nan, nan, nan, 0.3058313253012048, nan, 0.0, nan, 0.4694694694694695, nan, nan, 0.0, nan, nan, nan, 0.27489356294084005, nan, nan, 0.9074867351409239, nan, nan, nan, nan, nan, 0.5608066312012866, 0.07498729028978139, nan, nan, nan, 0.3798442510306917, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7700660718206679, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.797708315780605, 0.0, nan, nan, nan, 0.9810270348341015, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2827151854443667, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.742632257380986, 0.8249900568277573, 0.9633586581500463, 0.781871535702641, 0.9755505921613964, 0.8038199585430856, 0.975102135203885, 0.9895534032310239, 0.9931244404655327, 0.9816035464643278, nan, 0.8233594220349187, 0.2122156435026488, nan, nan, 0.6973273942093541, nan, 0.6728701406120761, nan, nan, 0.90896519935469, 0.9927788047922074, 0.9793833325697531, nan, nan, 0.9147103575698293, 0.9183736116537367, nan, nan, nan, nan, nan, 0.3078888637319274, nan, 0.0, nan, 0.4740566037735849, nan, nan, nan, nan, nan, nan, 0.2941056496022843, nan, nan, 0.9364796302808057, nan, nan, nan, nan, nan, 0.8173458348359178, 0.07504451793436785, nan, nan, nan, 0.38082116285478096, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7902736807604064, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.853588171655247, 0.0, nan, nan, nan, 0.9814136160039931, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2827151854443667, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.184 | 7.0 | 140 | 0.2974 | 0.4207 | 0.5895 | 0.8928 | [0.7199834007677145, 0.7778380355408695, 0.8887971597402122, 0.18600773137269763, 0.9171883036583898, 0.15411919619854583, 0.9661967064577227, 0.9106459838504037, 0.9002978117311925, 0.9473658725547163, nan, 0.7332136249863968, 0.1433932451115939, 0.0, 0.0, 0.6779255871960091, 0.0, 0.2659248508305112, 0.0, nan, 0.8405688846395172, 0.897895937948151, 0.9592952884744699, nan, nan, 0.6414578123906418, 0.709452482088297, nan, nan, nan, nan, nan, 0.4352997145575642, nan, 0.0, nan, 0.4570664884731039, nan, nan, 0.0, nan, nan, nan, 0.3233139681737813, nan, nan, 0.951440399159919, nan, nan, nan, nan, nan, 0.7098207202919244, 0.1757743641400151, nan, nan, nan, 0.6909833927484567, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7902802706061024, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.804374844643301, 0.0, nan, nan, nan, 0.9738083041073938, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2232330300909727, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7659009040824976, 0.8315053625718773, 0.9581154127740539, 0.8001304206064558, 0.9762494794745532, 0.7971572401539828, 0.9746286242856042, 0.9785549825890054, 0.9959534467323187, 0.9745305417655946, nan, 0.8112582781456954, 0.22623870364599563, nan, nan, 0.726391982182628, nan, 0.6819685690653433, nan, nan, 0.9262502880848121, 0.8986899640939955, 0.9803912585330096, nan, nan, 0.913089156975691, 0.9298571189373221, nan, nan, nan, nan, nan, 0.44393052366012226, nan, 0.0, nan, 0.4609164420485175, nan, nan, nan, nan, nan, nan, 0.3480862057243864, nan, nan, 0.9842392123373688, nan, nan, nan, nan, nan, 0.8067075369635773, 0.17756296107860595, nan, nan, nan, 0.7299531551391568, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8207964601769911, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8752253876667869, 0.0, nan, nan, nan, 0.9738083041073938, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2232330300909727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2589 | 8.0 | 160 | 0.2757 | 0.4402 | 0.6046 | 0.9058 | [0.7494836247418124, 0.7757339880725955, 0.8948167955362021, 0.17587661664015491, 0.9193940776219257, 0.16820850109106555, 0.9677794251019621, 0.8990195564410423, 0.9004855940433797, 0.9514046344091209, nan, 0.7424519179112496, 0.13446096019135487, 0.0, 0.0, 0.6579439252336449, 0.0, 0.45012644001123914, 0.0, nan, 0.8331806766139754, 0.9677237522469542, 0.9568646894437934, nan, nan, 0.6437899145454782, 0.8706945741259466, nan, nan, nan, nan, nan, 0.57135088448866, nan, 0.0, nan, 0.45193591455273696, nan, nan, 0.0, nan, nan, nan, 0.3413534789233113, nan, nan, 0.9682831504997991, nan, nan, nan, nan, nan, 0.6822727272727273, 0.5914169629253428, nan, nan, nan, 0.6238027669386307, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8359320320398165, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7558560947582428, 0.0, nan, nan, nan, 0.9781823435919664, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.22883135059482154, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7784865447097048, 0.8317008554498696, 0.9477166017106308, 0.8291490055428757, 0.986045549980635, 0.8103346165235416, 0.9811806939687924, 0.9788404087302343, 0.9960966875559535, 0.9823340915505819, nan, 0.8320288982540638, 0.24524774072919914, nan, nan, 0.7055679287305122, nan, 0.6625310173697271, nan, nan, 0.9284232706680275, 0.9688977567634826, 0.9726027397260274, nan, nan, 0.8965782704778467, 0.9368337333258916, nan, nan, nan, nan, nan, 0.5777080570559886, nan, 0.0, nan, 0.45619946091644203, nan, nan, nan, nan, nan, nan, 0.3655585015976613, nan, nan, 0.9987441603456071, nan, nan, nan, nan, nan, 0.8119365308330329, 0.5924701093869245, nan, nan, nan, 0.6460916689629834, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.8807972795804654, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7709159754778219, 0.0, nan, nan, nan, 0.9781823435919664, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.22883135059482154, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1675 | 9.0 | 180 | 0.3176 | 0.4169 | 0.5805 | 0.8947 | [0.7345716657349528, 0.7692312499414133, 0.8668217310538081, 0.17813902870357776, 0.9199850922485133, 0.15081353339838086, 0.9602279820871217, 0.9039625322317529, 0.8930710283984803, 0.9514323292592949, nan, 0.7358287619662257, 0.0801781737193764, 0.0, 0.0, 0.6477130977130977, 0.0, 0.5261121856866537, 0.0, nan, 0.8446311463023966, 0.9258387861461561, 0.9518799038505148, nan, nan, 0.6401409220364263, 0.7678351464916825, nan, nan, nan, nan, nan, 0.5576983282198986, nan, 0.0, nan, 0.3928452022734871, nan, nan, nan, nan, nan, nan, 0.3433964622788924, nan, nan, 0.9686649503493932, nan, nan, nan, nan, nan, 0.5423526604628967, 0.16128211650979393, nan, nan, nan, 0.6541748264197971, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6691467242855396, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6146253925527142, 0.0, nan, nan, nan, 0.9828467105349568, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.25892232330300907, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7656890097471394, 0.8297796323385667, 0.9655681863018023, 0.8539289207694816, 0.9847933768778957, 0.8467574770506366, 0.9739899351400161, 0.9806100508058532, 0.9932676812891674, 0.9848743960550566, nan, 0.8237206502107164, 0.10096603303209722, nan, nan, 0.6938752783964365, nan, 0.674937965260546, nan, nan, 0.9201593520561024, 0.926801521561378, 0.9615613689467174, nan, nan, 0.9018222656957577, 0.930652452977619, nan, nan, nan, nan, nan, 0.5761878578128538, nan, 0.0, nan, 0.39588948787061995, nan, nan, nan, nan, nan, nan, 0.37351281528316, nan, nan, 0.9922891445220274, nan, nan, nan, nan, nan, 0.8196898665705012, 0.16128211650979393, nan, nan, nan, 0.675025259483788, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6724639462471321, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6175622069960331, 0.0, nan, nan, nan, 0.9829241701803471, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.25892232330300907, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2161 | 10.0 | 200 | 0.3322 | 0.4249 | 0.5776 | 0.8853 | [0.7206124240435668, 0.7760577073859182, 0.865809804968437, 0.1756513626974079, 0.911514857881137, 0.13624416925153315, 0.9370541586390206, 0.890462830685554, 0.8943555398138906, 0.9489619516923823, nan, 0.7425758049390434, 0.14700339238597815, 0.0, 0.0, 0.6270483302219456, 0.0, 0.5200642054574639, 0.0, nan, 0.8321939466947749, 0.888232734506123, 0.956649982123704, nan, nan, 0.6452770748334452, 0.7136619762979565, nan, nan, nan, nan, nan, 0.5892282702168997, nan, 0.0, nan, 0.4864058355437666, nan, nan, nan, nan, nan, nan, 0.2877469351457791, nan, nan, 0.9710707377390367, nan, nan, nan, nan, nan, 0.39037848090352617, 0.048588145510048336, nan, nan, nan, 0.570629494806002, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.5433319008738003, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7658210947930574, 0.0, nan, nan, nan, 0.9707477899935637, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.16864940517844645, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7465258157931911, 0.8340332877183285, 0.9668702296769441, 0.859471796543854, 0.9861474710471371, 0.8519395913532721, 0.9453039829976545, 0.9844347610983198, 0.9946642793196061, 0.9752112769596042, nan, 0.8580975316074654, 0.24306637581801185, nan, nan, 0.6732739420935412, nan, 0.6699751861042184, nan, nan, 0.9097882988180291, 0.8889669024849799, 0.9807119622485911, nan, nan, 0.9053001485345796, 0.9419266618295473, nan, nan, nan, nan, nan, 0.5983762978296729, nan, 0.0, nan, 0.4942722371967655, nan, nan, nan, nan, nan, nan, 0.30797470936161536, nan, nan, 0.9961194554679259, nan, nan, nan, nan, nan, 0.8164442841687702, 0.048588145510048336, nan, nan, nan, 0.5903370992927345, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.5438995411340544, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7756941940137035, 0.0, nan, nan, nan, 0.9707477899935637, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.16864940517844645, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2867 | 11.0 | 220 | 0.3251 | 0.4367 | 0.5798 | 0.8946 | [0.6908364671638303, 0.7811886250132491, 0.8844631001150284, 0.14853779197194564, 0.9118543751676815, 0.12206634613273618, 0.9608279230513446, 0.8550465927515107, 0.8781107160995429, 0.9417482019050087, nan, 0.7406341565508581, 0.1685185185185185, 0.0, 0.0, 0.6777650608677557, 0.0, 0.5124835742444153, 0.0, nan, 0.8362949866650685, 0.9828237581741419, 0.9561372163659103, nan, nan, 0.6500238626037043, 0.9049626234517378, nan, nan, nan, nan, nan, 0.5171646535282899, nan, 0.0, nan, 0.5261255340124876, nan, nan, nan, nan, nan, nan, 0.27513328255902514, nan, nan, 0.9520947307803053, nan, nan, nan, nan, nan, 0.5688645145207528, 0.1190536759094378, nan, nan, nan, 0.37078445747800587, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6697260718048464, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8258586937177433, 0.0, nan, nan, nan, 0.976501031117416, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.244926522043387, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7176949427885294, 0.844613497097942, 0.9607019635866253, 0.7733941962830128, 0.979831276954482, 0.8232158720758069, 0.9704826507801918, 0.9934732555705669, 0.9906535362578335, 0.9652492985106842, nan, 0.8521974714027695, 0.2552196946089124, nan, nan, 0.7253897550111359, nan, 0.6451612903225806, nan, nan, 0.9188423929147598, 0.9837889722350599, 0.9807119622485911, nan, nan, 0.9005090026446401, 0.9256711503041803, nan, nan, nan, nan, nan, 0.5262476954426367, nan, 0.0, nan, 0.5394204851752021, nan, nan, nan, nan, nan, nan, 0.2947175198857842, nan, nan, 0.996621791329683, nan, nan, nan, nan, nan, 0.8229354489722323, 0.1190536759094378, nan, nan, nan, 0.37163589602277947, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6771345460504753, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8367291741795889, 0.0, nan, nan, nan, 0.976501031117416, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.244926522043387, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1295 | 12.0 | 240 | 0.3323 | 0.4194 | 0.5683 | 0.8848 | [0.7010788082853816, 0.7637095563396141, 0.8785136123592344, 0.15548340548340547, 0.9175356281036783, 0.13378924609889076, 0.9442461893312154, 0.8539986531544109, 0.885516711486746, 0.9395302915041355, nan, 0.7404405098394752, 0.07083438366523821, 0.0, 0.0, 0.6082108992393457, 0.0, 0.5076373090672733, 0.0, nan, 0.8392819108474061, 0.9144450121059997, 0.9499954747035931, nan, nan, 0.6311522253832482, 0.7531461652401036, nan, nan, nan, nan, nan, 0.45099949710837317, nan, 0.0, nan, 0.41029067824924825, nan, nan, nan, nan, nan, nan, 0.3048211508553655, nan, nan, 0.9626255406273094, nan, nan, nan, nan, nan, 0.3991655076495132, 0.03510557110150089, nan, nan, nan, 0.3435352332081004, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7266600554532392, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8336933045356372, 0.0, nan, nan, nan, 0.9783271160615773, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23722883135059483, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7390035668879785, 0.8229609755768725, 0.9582951561356055, 0.8431692207368764, 0.9754836154605522, 0.8429079064258217, 0.9557047053771018, 0.9893631191368714, 0.9905102954341988, 0.9637716050407611, nan, 0.8358819987959061, 0.08756622000623247, nan, nan, 0.65, nan, 0.6459884201819686, nan, nan, 0.9081420998913509, 0.9147010202993352, 0.9617904430292756, nan, nan, 0.9102180922363511, 0.9294106156164537, nan, nan, nan, nan, nan, 0.46411359446259337, nan, 0.0, nan, 0.4137466307277628, nan, nan, nan, nan, nan, nan, 0.3331293765721667, nan, nan, 0.997865072587532, nan, nan, nan, nan, nan, 0.8279841327082582, 0.03510557110150089, nan, nan, nan, 0.3443556535317351, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7355170435922649, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8699963937973314, 0.0, nan, nan, nan, 0.9783399666364556, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23722883135059483, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.0919 | 13.0 | 260 | 0.3148 | 0.4263 | 0.5733 | 0.8992 | [0.767667025262455, 0.7688925066195115, 0.8805410795856655, 0.1402587954061217, 0.9193929356826759, 0.1418159509202454, 0.9500165940337648, 0.876767711229764, 0.8975355419540788, 0.9452446310350395, nan, 0.7395883453622026, 0.12275948311796582, 0.0, 0.0, 0.6027012987012987, 0.0, 0.5034057735971457, 0.0, nan, 0.8252400632065151, 0.9831381358716402, 0.9517680531093348, nan, nan, 0.6451857516499476, 0.8784358617459966, nan, nan, nan, nan, nan, 0.2855063557266229, nan, 0.0, nan, 0.35097119892833223, nan, nan, nan, nan, nan, nan, 0.22902813299232735, nan, nan, 0.9261085561102776, nan, nan, nan, nan, nan, 0.46154622527250705, 0.20605443907402696, nan, nan, nan, 0.4981389578163772, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6865898365503412, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7961016949152543, 0.0, nan, nan, nan, 0.9777488802196215, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.22673198040587825, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.8221765079813533, 0.8309795541414156, 0.9600049100625595, 0.8800130420606456, 0.9861299988643081, 0.8556411015694403, 0.961414366101023, 0.9780031587159629, 0.9924798567591764, 0.9719404273688754, nan, 0.8328717639975918, 0.18354627609847304, nan, nan, 0.6459910913140312, nan, 0.6418527708850289, nan, nan, 0.8941164850360518, 0.9840556009811938, 0.9655472579832318, nan, nan, 0.9093033365938485, 0.9422336328626444, nan, nan, nan, nan, nan, 0.2855063557266229, nan, 0.0, nan, 0.353099730458221, nan, nan, nan, nan, nan, nan, 0.2435243728329594, nan, nan, 0.9458105189129452, nan, nan, nan, nan, nan, 0.8245582401730978, 0.20605443907402696, nan, nan, nan, 0.5163038486268026, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6944239593575877, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8469166967183556, 0.0, nan, nan, nan, 0.9777488802196215, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.22673198040587825, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2044 | 14.0 | 280 | 0.3544 | 0.4077 | 0.5653 | 0.8639 | [0.7105300015653707, 0.7583391059604715, 0.8882915513592707, 0.15015921818381464, 0.9189025285680875, 0.14528139405298618, 0.9345192788639279, 0.8767106883810045, 0.8664882360263911, 0.9431698929592018, nan, 0.738849487785658, 0.15073999634569707, 0.0, 0.0, 0.6473385012919897, 0.0, 0.526615333110144, nan, nan, 0.8257736973308202, 0.7232729550695083, 0.95317981469821, nan, nan, 0.628257861870396, 0.4960114106739797, nan, nan, nan, nan, nan, 0.27435574093833864, nan, 0.0, nan, 0.3640922768304915, nan, nan, 0.0, nan, nan, nan, 0.23656605959199434, nan, nan, 0.9229412051007495, nan, nan, nan, nan, nan, 0.36572724327826367, 0.16611549224116, nan, nan, nan, 0.5021714083133918, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7236747421443991, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6962286123801845, 0.0, nan, nan, nan, 0.9753713992985774, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23792862141357593, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7614246362480577, 0.8191522350228861, 0.9568966651030456, 0.8917508966416694, 0.9839663602239934, 0.849274503997631, 0.9464051711797029, 0.9751869541225049, 0.9970277529095792, 0.9699480316790915, nan, 0.8467188440698374, 0.2570894359613587, nan, nan, 0.6974387527839644, nan, 0.6505376344086021, nan, nan, 0.8943140289072532, 0.7234304454477586, 0.9709534063316076, nan, nan, 0.913025758069775, 0.9413406262209075, nan, nan, nan, nan, nan, 0.2744444803829608, nan, 0.0, nan, 0.3669137466307278, nan, nan, nan, nan, nan, nan, 0.24991501801618057, nan, nan, 0.9525669362535791, nan, nan, nan, nan, nan, 0.8142805625676163, 0.16611549224116, nan, nan, nan, 0.5204372187012033, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7416420845624385, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.700685178507032, 0.0, nan, nan, nan, 0.9753713992985774, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23792862141357593, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1597 | 15.0 | 300 | 0.3508 | 0.3996 | 0.5614 | 0.8680 | [0.7327140434561054, 0.7598310684668459, 0.8749710747428644, 0.17029559250461862, 0.9015595608148672, 0.15086708124778805, 0.9450641788713352, 0.8656128478359679, 0.8924420471328581, 0.9417474157594189, nan, 0.6976988546810969, 0.1468602986295766, 0.0, 0.0, 0.6618178066646033, 0.0, 0.5279170845870946, 0.0, nan, 0.8204749600098438, 0.7411213749039158, 0.9501971269316174, nan, nan, 0.6324974106274128, 0.5135965621606635, nan, nan, nan, nan, nan, 0.4733572130471994, nan, 0.0, nan, 0.3347826086956522, nan, nan, nan, nan, nan, nan, 0.2527394611318809, nan, nan, 0.9449091749142815, nan, nan, nan, nan, nan, 0.44752904114983266, 0.049096921902823706, nan, nan, nan, 0.42811387900355874, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.5918703150709976, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7231467473524962, 0.0, nan, nan, nan, 0.9784319134124075, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23093072078376486, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7743943353581014, 0.8162333241204506, 0.9614428569549721, 0.8415389631561787, 0.9839488880411644, 0.8836245188036719, 0.9660393564656264, 0.9784408121325139, 0.9953804834377797, 0.9665775623038736, nan, 0.7995183624322697, 0.2237457151760673, nan, nan, 0.7143652561247216, nan, 0.6530190239867659, nan, nan, 0.8781483554472722, 0.7412234704397597, 0.9606450726164841, nan, nan, 0.9125819657283628, 0.9305408271474019, nan, nan, nan, nan, nan, 0.4830028786751625, nan, 0.0, nan, 0.33726415094339623, nan, nan, nan, nan, nan, nan, 0.26657148684478893, nan, nan, 0.9759757874114633, nan, nan, nan, nan, nan, 0.8196898665705012, 0.049096921902823706, nan, nan, nan, 0.4419950399559107, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.5968534906588004, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7326000721240534, 0.0, nan, nan, nan, 0.9784319134124075, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23093072078376486, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.0763 | 16.0 | 320 | 0.3851 | 0.4006 | 0.5551 | 0.8518 | [0.7153059778538027, 0.7569371103862725, 0.8680917334007922, 0.175148588410104, 0.9130648023953718, 0.15358483394307978, 0.9589653253216472, 0.8792287106292459, 0.9073221689028172, 0.9341358054652235, nan, 0.7209589188029604, 0.07477461552059396, 0.0, 0.0, 0.5719146303742654, 0.0, 0.47051921384570256, nan, nan, 0.8193126324518566, 0.6164846201018512, 0.9521290900941282, nan, nan, 0.6323551580322597, 0.42311201027696926, nan, nan, nan, nan, nan, 0.215643794865162, nan, 0.0, nan, 0.40680226742247416, nan, nan, 0.0, nan, nan, nan, 0.23530177745947, nan, nan, 0.9162390210204283, nan, nan, nan, nan, nan, 0.5884248517659191, 0.15899262274230475, nan, nan, nan, 0.5106901217861975, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.5716360512212085, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7312365975696926, 0.0, nan, nan, nan, 0.9751349647318438, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.1728481455563331, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7799344893346518, 0.8189466304443082, 0.9628194280653916, 0.922399739158787, 0.9812436117331532, 0.9572105419010957, 0.9771338273997644, 0.9752440393507507, 0.9953088630259624, 0.9586411861395673, nan, 0.8093317278747743, 0.13181676534746026, nan, nan, 0.617706013363029, nan, 0.663358147229115, nan, nan, 0.8782800513614065, 0.6164900991858936, 0.973198332340679, nan, nan, 0.9118211788573706, 0.9513171847965619, nan, nan, nan, nan, nan, 0.21570656920141024, nan, 0.0, nan, 0.4110512129380054, nan, nan, nan, nan, nan, nan, 0.24569991161873683, nan, nan, 0.9327623449038027, nan, nan, nan, nan, nan, 0.8231157591056617, 0.15899262274230475, nan, nan, nan, 0.5199779553596032, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.5724557522123894, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7378290659935088, 0.0, nan, nan, nan, 0.9751349647318438, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.1728481455563331, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1299 | 17.0 | 340 | 0.4027 | 0.4042 | 0.5626 | 0.8684 | [0.711767437232596, 0.7603993344425957, 0.89004551116812, 0.16463737427210165, 0.917176195397922, 0.06863881126030945, 0.9566389648358192, 0.9064951197870452, 0.8942270562491955, 0.9379202223946211, nan, 0.722851997033584, 0.12831497348021215, 0.0, 0.0, 0.5855584415584416, 0.0, 0.5308362931869551, 0.0, nan, 0.8307268822408421, 0.8860878057442181, 0.9533040830945558, nan, nan, 0.6326260612216746, 0.6921050987903645, nan, nan, nan, nan, nan, 0.386464079486435, nan, 0.0, nan, 0.428285523682455, nan, nan, nan, nan, nan, nan, 0.2442772633744856, nan, nan, 0.9634067397066188, nan, nan, nan, nan, nan, 0.5607453416149069, 0.1912999236835411, nan, nan, nan, 0.6692953883079034, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.00272451655195018, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7687428420403488, 0.0, nan, nan, nan, 0.9761069735061932, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2330300909727082, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7578930639920893, 0.8179253486851419, 0.9490975568054782, 0.9126181936746006, 0.9819628832596105, 0.8945809890435298, 0.9728777350761472, 0.9719901813407418, 0.995129811996419, 0.9635059522821232, nan, 0.8215532811559302, 0.19601121844811467, nan, nan, 0.6276169265033408, nan, 0.6799007444168734, nan, nan, 0.904191222467323, 0.8870249564506382, 0.9755348879827737, nan, nan, 0.9138046589138862, 0.9276804152480884, nan, nan, nan, nan, nan, 0.3874890836756477, nan, 0.0, nan, 0.4326145552560647, nan, nan, nan, nan, nan, nan, 0.2582772452240125, nan, nan, 0.9905686441955092, nan, nan, nan, nan, nan, 0.8139199423007573, 0.1912999236835411, nan, nan, nan, 0.7171856342426748, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.00272451655195018, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7866931121529029, 0.0, nan, nan, nan, 0.9761069735061932, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2330300909727082, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.4063 | 18.0 | 360 | 0.4278 | 0.3847 | 0.5355 | 0.8529 | [0.7143884223748995, 0.7623860471202557, 0.8895063117621785, 0.15164858769197723, 0.9184909290143108, 0.0688372957772665, 0.9465640969881484, 0.8664226591225802, 0.893223819301848, 0.9395075898414136, nan, 0.729230133732638, 0.1358986848514369, 0.0, 0.0, 0.5792752569826601, 0.0, 0.5139756658993752, nan, nan, 0.8304501431443017, 0.7691829484902309, 0.951791004578508, nan, nan, 0.6314232808579753, 0.5424600121150603, nan, nan, nan, nan, nan, 0.1745269426568053, nan, 0.0, nan, 0.3247491638795987, nan, nan, nan, nan, nan, nan, 0.2419600864370154, nan, nan, 0.9616261074079039, nan, nan, nan, nan, nan, 0.45268154731845267, 0.062325108114983464, nan, nan, nan, 0.40283363802559413, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0031137332022287776, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7143369496996324, 0.0, nan, nan, nan, 0.973532463779538, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.1630510846745976, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7807820666760842, 0.8247777111154554, 0.952999302946476, 0.9207694815780894, 0.9787887700456898, 0.8771098608232158, 0.9586448778231712, 0.9819610678743363, 0.9969561324977618, 0.9649338358598017, nan, 0.8502709211318483, 0.17388594577750077, nan, nan, 0.6212694877505568, nan, 0.6464019851116626, nan, nan, 0.8977381226747441, 0.7697571900885207, 0.9714573693132359, nan, nan, 0.9049016411259646, 0.9246525646034492, nan, nan, nan, nan, nan, 0.17631076753889446, nan, 0.0, nan, 0.32715633423180596, nan, nan, nan, nan, nan, nan, 0.25882112992045686, nan, nan, 0.9910081880745466, nan, nan, nan, nan, nan, 0.8081500180310134, 0.062325108114983464, nan, nan, nan, 0.4047947092863048, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0031137332022287776, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7182654165164082, 0.0, nan, nan, nan, 0.973532463779538, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.1630510846745976, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1576 | 19.0 | 380 | 0.3667 | 0.4123 | 0.5579 | 0.8813 | [0.7369791774663774, 0.760305204088702, 0.8775772628036934, 0.12495485734922354, 0.9146936169634731, 0.08435593985181303, 0.9592746971146828, 0.8654811680351956, 0.8989921829575555, 0.9431517031866072, nan, 0.6995826122365876, 0.1809192944949225, 0.0, 0.0, 0.571029198591841, 0.0, 0.5046865846514352, nan, nan, 0.8343263672743442, 0.9787524972253052, 0.9517319447588861, nan, nan, 0.6292906033328893, 0.8740046471555752, nan, nan, nan, nan, nan, 0.2864766956690494, nan, 0.0, nan, 0.3637274549098196, nan, nan, nan, nan, nan, nan, 0.2751251443973816, nan, nan, 0.9463486238532111, nan, nan, nan, nan, nan, 0.5693256165072974, 0.19893156957517172, nan, nan, nan, 0.40896714467235434, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.16664965604523466, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7574946466809421, 0.0, nan, nan, nan, 0.9765273016248309, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.21343596920923724, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7844946320101709, 0.8137930337124097, 0.9604170045987996, 0.9025105966742746, 0.9804369792925514, 0.858010068107788, 0.9769631432315469, 0.9807622780811752, 0.9966338406445837, 0.9690680569161035, nan, 0.8274533413606261, 0.21096914926768465, nan, nan, 0.6141425389755011, nan, 0.7125723738626965, nan, nan, 0.9266782998057486, 0.9797006647943404, 0.9629816282585788, nan, nan, 0.8984711806687679, 0.9342244795445667, nan, nan, nan, nan, nan, 0.2864766956690494, nan, 0.0, nan, 0.3669137466307278, nan, nan, nan, nan, nan, nan, 0.2914542117071181, nan, nan, 0.9715677902245441, nan, nan, nan, nan, nan, 0.8159033537684818, 0.19893156957517172, nan, nan, nan, 0.4138881234499862, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.16724024909865617, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7654165164082222, 0.0, nan, nan, nan, 0.9765273016248309, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.21343596920923724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.373 | 20.0 | 400 | 0.4207 | 0.3755 | 0.5393 | 0.8527 | [0.7240509846710884, 0.7581390694096086, 0.8861693340006754, 0.12885037067975358, 0.9125215009409189, 0.07408590336510208, 0.9159343751352755, 0.848974497922722, 0.8975971617481051, 0.940194872458889, nan, 0.7025333122662875, 0.22879177377892032, 0.0, 0.0, 0.6402981983847588, 0.0, 0.5025380710659898, 0.0, nan, 0.8334283913187044, 0.7944852696312412, 0.9478126701760755, nan, nan, 0.6271092109590427, 0.5557530611063801, nan, nan, nan, nan, nan, 0.2435719137100165, nan, 0.0, nan, 0.3537278502173186, nan, nan, nan, nan, nan, nan, 0.2492418865733273, nan, nan, 0.9105508231181941, nan, nan, nan, nan, nan, 0.29468693167056376, 0.10175527855507505, nan, nan, nan, 0.298062865497076, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.008767617174696821, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7374251764495667, 0.0, nan, nan, nan, 0.9754370755671146, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.18264520643806859, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7821373075293121, 0.8170860775365201, 0.9547309767955704, 0.8046951418324095, 0.9856262175927409, 0.8586023097423748, 0.9320016297585094, 0.9837687667687858, 0.996598030438675, 0.9644689435321855, nan, 0.8030704394942806, 0.3328139607354316, nan, nan, 0.688641425389755, nan, 0.6960297766749379, nan, nan, 0.9141013400059264, 0.7951313590955953, 0.956888257662528, nan, nan, 0.898054559287034, 0.9379360383992856, nan, nan, nan, nan, nan, 0.24358767021379824, nan, 0.0, nan, 0.3564690026954178, nan, nan, nan, nan, nan, nan, 0.26262832279556736, nan, nan, 0.9356507761089065, nan, nan, nan, nan, nan, 0.8180670753696357, 0.10175527855507505, nan, nan, nan, 0.29962340405988797, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.008767617174696821, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7441399206635413, 0.0, nan, nan, nan, 0.9754370755671146, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.18264520643806859, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2412 | 21.0 | 420 | 0.4685 | 0.3629 | 0.5203 | 0.8294 | [0.7737332796198401, 0.7618948035293068, 0.8897191519313165, 0.1285204991087344, 0.9181924073891787, 0.06895820072140887, 0.9349274180042247, 0.8150776964542594, 0.9189700368318015, 0.9435114256563072, nan, 0.69593147751606, 0.16507475083056478, 0.0, 0.0, 0.6902061855670103, 0.0, 0.48291335864687607, 0.0, nan, 0.8250462639929618, 0.5118271542396005, 0.9468774059145872, nan, nan, 0.6267822449993868, 0.3619458279612461, nan, nan, nan, nan, nan, 0.3504480113453233, nan, 0.0, nan, 0.3302076356329538, nan, nan, nan, nan, nan, nan, 0.2151166569181777, nan, nan, 0.8895965506621497, nan, nan, nan, nan, nan, 0.3963979716733695, 0.1233782752480285, nan, nan, nan, 0.07798291540369248, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.008562766306129139, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7336859089279312, 0.0, nan, nan, nan, 0.9742286322260314, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.13296011196641008, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.830903905918915, 0.8350242343757374, 0.9531571263858871, 0.7052494294098468, 0.9778743924776429, 0.866153390583358, 0.9528361101628657, 0.9811238178600651, 0.9917636526410026, 0.9672915040927128, nan, 0.7826610475617098, 0.24774072919912746, nan, nan, 0.7455456570155902, nan, 0.5785773366418527, nan, nan, 0.8954005201988608, 0.5118294287034733, 0.9578961836257845, nan, nan, 0.8795058508133174, 0.9440196461461182, nan, nan, nan, nan, nan, 0.35168353980010997, nan, 0.0, nan, 0.33221024258760107, nan, nan, nan, nan, nan, nan, 0.22503229315385137, nan, nan, 0.9068794896267645, nan, nan, nan, nan, nan, 0.8175261449693473, 0.1233782752480285, nan, nan, nan, 0.07798291540369248, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.008562766306129139, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7379192210602236, 0.0, nan, nan, nan, 0.9742286322260314, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.13296011196641008, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.0545 | 22.0 | 440 | 0.5040 | 0.3608 | 0.5181 | 0.8163 | [0.7232911433407024, 0.7690588095172654, 0.8900659365956327, 0.11912580072132206, 0.9191096782668666, 0.0635469122015971, 0.9414236549395303, 0.8360351260203001, 0.9050424818516227, 0.9375789371417468, nan, 0.692696151392728, 0.15131717597471023, 0.0, 0.0, 0.6046583850931677, 0.0, 0.4809134287661895, 0.0, nan, 0.8285566979043459, 0.4226720287955207, 0.9424728495478711, nan, nan, 0.6243991104837743, 0.32963119924788226, nan, nan, nan, nan, nan, 0.21801423027166883, nan, 0.0, nan, 0.32920294708640324, nan, nan, nan, nan, nan, nan, 0.23794732414417913, nan, nan, 0.9204450041981528, nan, nan, nan, nan, nan, 0.44425973009974573, 0.21750190791147292, nan, nan, nan, 0.2343161568843575, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.010521359998362434, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7325560538116592, 0.0, nan, nan, nan, 0.9740972796889572, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.09587123862841147, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7885868413617743, 0.848796370573603, 0.9492246923538927, 0.7215520052168243, 0.9779734015136734, 0.8931003849570625, 0.960913325478191, 0.9764428291439119, 0.9955953446732319, 0.9613807302130203, nan, 0.7845273931366646, 0.2237457151760673, nan, nan, 0.6504454342984409, nan, 0.5835401157981803, nan, nan, 0.899483093537023, 0.42267766362117387, 0.9502451092683374, nan, nan, 0.8493732565300873, 0.944201038120221, nan, nan, nan, nan, nan, 0.21803538506323383, nan, 0.0, nan, 0.33119946091644203, nan, nan, nan, nan, nan, nan, 0.2499830036032361, nan, nan, 0.9361656703672075, nan, nan, nan, nan, nan, 0.8191489361702128, 0.21750190791147292, nan, nan, nan, 0.2343161568843575, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.010529334644378892, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7363865849260729, 0.0, nan, nan, nan, 0.9740972796889572, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.09587123862841147, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1905 | 23.0 | 460 | 0.4807 | 0.3724 | 0.5352 | 0.8260 | [0.7278312873264919, 0.7678051974371366, 0.8910359987204829, 0.14236324095243405, 0.9219989372627081, 0.06286180631120783, 0.9410935050422311, 0.8664029214850882, 0.8960056648105829, 0.9392036257688572, nan, 0.7172094956106176, 0.1757188498402556, 0.0, 0.0, 0.6209367535569633, 0.0, 0.5044728434504793, 0.0, nan, 0.8347490347490347, 0.48493816627340147, 0.9454528911332515, nan, nan, 0.6319681893272888, 0.36002510998920056, nan, nan, nan, nan, nan, 0.299640253414409, nan, 0.0, nan, 0.39645958583834334, nan, nan, nan, nan, nan, nan, 0.2418979987088444, nan, nan, 0.9534181318141637, nan, nan, nan, nan, nan, 0.3949609035621199, 0.13228186212159757, nan, nan, nan, 0.434755276156264, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.006616005407509064, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7548184670551322, 0.0, nan, nan, nan, 0.9723896967069919, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.10986703988803359, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7849228351462071, 0.8300425365537977, 0.9525170646593863, 0.8324095207042713, 0.9751865883524605, 0.8553449807521468, 0.9551926528724494, 0.9751298688942591, 0.9968845120859445, 0.9633897292002191, nan, 0.8312462372065021, 0.2228108444998442, nan, nan, 0.6658129175946548, nan, 0.6530190239867659, nan, nan, 0.9253613406644059, 0.4849532510931779, 0.9521235167453155, nan, nan, 0.8938974024562547, 0.9442847574928839, nan, nan, nan, nan, nan, 0.3044279846039396, nan, 0.0, nan, 0.3999326145552561, nan, nan, nan, nan, nan, nan, 0.2547419946971242, nan, nan, 0.9752097252222837, nan, nan, nan, nan, nan, 0.8196898665705012, 0.13228186212159757, nan, nan, nan, 0.4446587673371911, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.006616683054736152, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7591056617381897, 0.0, nan, nan, nan, 0.9723896967069919, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.10986703988803359, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.2233 | 24.0 | 480 | 0.5327 | 0.3732 | 0.5320 | 0.8150 | [0.7304387937496396, 0.7671660907254384, 0.8900531080959065, 0.13089345532723365, 0.9200685409240942, 0.0639594661917936, 0.9317053812658668, 0.8385454782000618, 0.9080253362935876, 0.9391328246249353, nan, 0.7145314713620724, 0.2300458162527128, 0.0, 0.0, 0.6243628419848122, 0.0, 0.48096253426743835, 0.0, nan, 0.8382110469909316, 0.4168462683582554, 0.9436991222884169, nan, nan, 0.6313515710530284, 0.32885029389709974, nan, nan, nan, nan, nan, 0.27737531794326925, nan, 0.0, nan, 0.43829219479653103, nan, nan, nan, nan, nan, nan, 0.23342261710328607, nan, nan, 0.9124139714120385, nan, nan, nan, nan, nan, 0.33922926388679814, 0.3039938946832867, nan, nan, nan, 0.22975206611570248, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 2.0485086856768273e-05, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6817692445720438, 0.0, nan, nan, nan, 0.9702880561138039, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.07907627711686493, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.782914253425625, 0.8358264292888778, 0.9507327829971548, 0.8536028692533421, 0.9756874575935562, 0.8933965057743559, 0.9436632126064023, 0.9811618746788956, 0.9959176365264101, 0.9645021501270152, nan, 0.850210716435882, 0.29728887503895296, nan, nan, 0.6683741648106905, nan, 0.6530190239867659, nan, nan, 0.9373127448720904, 0.41685182551814853, 0.950703257433454, nan, nan, 0.8722512045792125, 0.9484707261260256, nan, nan, nan, nan, nan, 0.27864928680014234, nan, 0.0, nan, 0.44272237196765496, nan, nan, nan, nan, nan, nan, 0.2429125025494595, nan, nan, 0.9306902094740543, nan, nan, nan, nan, nan, 0.8126577713667508, 0.3039938946832867, nan, nan, nan, 0.22981537613667677, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 2.0485086856768273e-05, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6850883519653804, 0.0, nan, nan, nan, 0.9702880561138039, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.07907627711686493, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1711 | 25.0 | 500 | 0.5298 | 0.3593 | 0.5328 | 0.8233 | [0.7717828837162787, 0.7668056952936889, 0.8858525940371548, 0.1333056046584174, 0.9184760882541386, 0.06771366791851599, 0.9373192945911786, 0.8389624688319679, 0.9213019915550088, 0.9430745863495347, nan, 0.7104245138959585, 0.21391925050189606, 0.0, 0.0, 0.6666320058230217, 0.0, 0.4864623623921452, 0.0, nan, 0.8338013023478105, 0.4565378718865954, 0.9413290851160674, nan, nan, 0.6328667467766556, 0.33555309845705383, nan, nan, nan, nan, nan, 0.3767682613168724, nan, 0.0, nan, 0.4220367278797997, nan, nan, nan, nan, nan, nan, 0.2552573861437234, nan, nan, 0.8935682127654354, nan, nan, nan, nan, 0.0, 0.36667207002755714, 0.14678198931569575, nan, nan, nan, 0.21886480529022778, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6621209402476225, 0.0, nan, nan, nan, 0.9663212094941613, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.11686494051784464, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.8176207797711541, 0.8297425561030854, 0.9538848678009496, 0.8359960873818063, 0.9768231494774361, 0.8809594314480308, 0.9513825417625618, 0.9859760622609556, 0.992300805729633, 0.9690514536186887, nan, 0.840276941601445, 0.29884699283265814, nan, nan, 0.7139198218262807, nan, 0.6761786600496278, nan, nan, 0.9190399367859612, 0.4565439581926126, 0.9474962202776378, nan, nan, 0.8824493714451328, 0.9315873193056874, nan, nan, nan, nan, nan, 0.3790471261765372, nan, 0.0, nan, 0.42587601078167114, nan, nan, nan, nan, nan, nan, 0.2690189679787885, nan, nan, 0.914766162656352, nan, nan, nan, nan, nan, 0.8157230436350523, 0.14678198931569575, nan, nan, nan, 0.218884908606595, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6653443923548503, 0.0, nan, nan, nan, 0.9663212094941613, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.11686494051784464, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1064 | 26.0 | 520 | 0.5547 | 0.3501 | 0.5263 | 0.8080 | [0.7470273583796584, 0.7596318506288247, 0.8884138203746725, 0.12933705867411735, 0.9229628402170761, 0.06402471055451661, 0.958222732640657, 0.8332906242993049, 0.9030285286750593, 0.9394159640792067, nan, 0.7054126918291166, 0.18507268387936646, 0.0, 0.0, 0.6355110972178806, 0.0, 0.49351491569390404, 0.0, nan, 0.836078431372549, 0.335373006985549, 0.9512856432735325, nan, nan, 0.6171494711121114, 0.29505659495473724, nan, nan, 0.0, nan, nan, 0.39546615787601463, nan, 0.0, nan, 0.4333889816360601, nan, nan, nan, nan, nan, nan, 0.2178094739596964, nan, nan, 0.8946256112844961, nan, nan, nan, nan, 0.0, 0.5360605344052968, 0.16128211650979393, nan, nan, nan, 0.1855423900064297, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6936120581374484, 0.0, nan, nan, nan, 0.9718511513049874, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.11546536039188243, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7854260841926826, 0.8342928213666975, 0.9455465294187275, 0.8301271600912944, 0.9731743752966631, 0.9022801302931596, 0.9739238638490931, 0.9900291134664053, 0.9940913160250672, 0.9656975875408856, nan, 0.8191450933172787, 0.2658148956061078, nan, nan, 0.6791759465478842, nan, 0.62944582299421, nan, nan, 0.9125209890363152, 0.335378968324505, 0.964447702386952, nan, nan, 0.8692533420280404, 0.9336803036222582, nan, nan, nan, nan, nan, 0.3955429051977876, nan, 0.0, nan, 0.43733153638814015, nan, nan, nan, nan, nan, nan, 0.22632401930790672, nan, nan, 0.9143768523634902, nan, nan, nan, nan, nan, 0.8175261449693473, 0.16128211650979393, nan, nan, nan, 0.1855423900064297, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6969888207717274, 0.0, nan, nan, nan, 0.9718511513049874, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.11546536039188243, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1263 | 27.0 | 540 | 0.4958 | 0.3715 | 0.5212 | 0.8227 | [0.7622122950445686, 0.7522242153546104, 0.8918025796823367, 0.13244768800957865, 0.9252054809725452, 0.06880239312671745, 0.9440097666847531, 0.839881597463727, 0.8936026502846482, 0.9376979254184709, nan, 0.710828953530728, 0.14292967758314293, 0.0, 0.0, 0.6028598267404237, 0.0, 0.45043536503683856, 0.0, nan, 0.8413558084342482, 0.4568379049709616, 0.9470273699474352, nan, nan, 0.5979166935078656, 0.33917399941780596, nan, nan, nan, nan, nan, 0.41904088908874826, nan, 0.0, nan, 0.41382765531062127, nan, nan, nan, nan, nan, nan, 0.21008512573916432, nan, nan, 0.9313955191096793, nan, nan, nan, nan, nan, 0.41842984409799555, 0.15161536504706183, nan, nan, nan, 0.23878954607977992, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.002622091117666339, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6507267181051498, 0.0, nan, nan, nan, 0.9673457592833405, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0741777466759972, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.8112065616612516, 0.8423990346696507, 0.9535867568598396, 0.7574176719921748, 0.9709291998031467, 0.8785904649096832, 0.9579291055048397, 0.9880311304778033, 0.9949149507609669, 0.9635889687691975, nan, 0.8223961468994582, 0.17544406357120598, nan, nan, 0.643207126948775, nan, 0.5562448304383788, nan, nan, 0.910413854410167, 0.45686835650040886, 0.9574838502771796, nan, nan, 0.840642321486795, 0.9266897360049116, nan, nan, nan, nan, nan, 0.4219684962965359, nan, 0.0, nan, 0.41745283018867924, nan, nan, nan, nan, nan, nan, 0.21979740295057448, nan, nan, 0.9585321746119455, nan, nan, nan, nan, nan, 0.8130183916336098, 0.15161536504706183, nan, nan, nan, 0.23918434830531826, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.002622091117666339, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6538946988820772, 0.0, nan, nan, nan, 0.9673457592833405, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0741777466759972, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1338 | 28.0 | 560 | 0.5189 | 0.3552 | 0.5213 | 0.8060 | [0.7641336800539343, 0.7669235627004126, 0.8928123290094582, 0.12575472631891518, 0.9216441115446635, 0.06773655919912584, 0.9097365555573613, 0.8380640347747105, 0.9187775239230489, 0.9439952226472345, nan, 0.7035067988958185, 0.2130331240528253, 0.0, 0.0, 0.5849253575529805, 0.0, 0.47883258499037845, 0.0, nan, 0.8306187929717341, 0.2920097583952861, 0.9483015966348546, nan, nan, 0.625896326041042, 0.29212208836732134, nan, nan, nan, nan, nan, 0.3975157283432812, nan, 0.0, nan, 0.38842422214787553, nan, nan, nan, nan, nan, nan, 0.22568771793878342, nan, nan, 0.9575582533777168, nan, nan, nan, nan, nan, 0.2686851829777089, 0.06614093106079878, nan, nan, nan, 0.23198095063650517, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0010857096034087184, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6822178359949758, 0.0, nan, nan, nan, 0.9685673378781311, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.03219034289713086, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.8055604605170221, 0.8432214529839629, 0.9513903806613679, 0.8284969025105967, 0.9753292778455633, 0.9086467278649689, 0.9246181629978747, 0.9831979144863281, 0.993661593554163, 0.9711102624981321, nan, 0.8285370258880193, 0.30663758180118417, nan, nan, 0.6239420935412027, nan, 0.6174524400330852, nan, nan, 0.8949395844993909, 0.2920162465782644, 0.9605534429834609, nan, nan, 0.8696065645038583, 0.9416196907964502, nan, nan, nan, nan, nan, 0.3985186143545622, nan, 0.0, nan, 0.3911725067385445, nan, nan, nan, nan, nan, nan, 0.23760962675912706, nan, nan, 0.9826191791832019, nan, nan, nan, nan, nan, 0.8128380815001803, 0.06614093106079878, nan, nan, nan, 0.23266280885459723, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0010857096034087184, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6855391272989542, 0.0, nan, nan, nan, 0.9685673378781311, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.03219034289713086, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.121 | 29.0 | 580 | 0.5205 | 0.3730 | 0.5243 | 0.8166 | [0.7393700064285058, 0.7501469335860191, 0.8925518016900663, 0.12732170707500354, 0.9210242099953948, 0.0680527914528124, 0.9087242371158546, 0.8360235965253469, 0.9161887812273416, 0.9430380769292903, nan, 0.6958363467300341, 0.23164088036609284, 0.0, 0.0, 0.5418580375782881, 0.0, 0.4536802030456853, 0.0, nan, 0.8343651834456678, 0.46940253738307375, 0.9490845133940651, nan, nan, 0.592327031704052, 0.3505386594503726, nan, nan, nan, nan, nan, 0.32457871074166317, nan, 0.0, nan, 0.4567323755429335, nan, nan, nan, nan, nan, nan, 0.20620378247496893, nan, nan, 0.916198971690516, nan, nan, nan, nan, nan, 0.27076610493605835, 0.10429916051895192, nan, nan, nan, 0.21484339120051438, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0015158964274008522, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6853015075376885, 0.0, nan, nan, nan, 0.9670173779406549, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.044086773967809655, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] | [0.7818989264020342, 0.8431877473153435, 0.946475934117482, 0.8783827844799479, 0.9784335023281684, 0.9619484749777909, 0.9254055125480394, 0.9815995280954465, 0.9954879140555059, 0.9692174865928374, nan, 0.810957254665864, 0.3312558429417264, nan, nan, 0.5780623608017817, nan, 0.5913978494623656, nan, nan, 0.9007342047212985, 0.4694087951935725, 0.964172813487882, nan, nan, 0.821523022859834, 0.9543310822124239, nan, nan, nan, nan, nan, 0.32457871074166317, nan, 0.0, nan, 0.46057951482479786, nan, nan, nan, nan, nan, nan, 0.21422258481201986, nan, nan, 0.9287059828201135, nan, nan, nan, nan, nan, 0.8169852145690588, 0.10429916051895192, nan, nan, nan, 0.21484339120051438, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0015158964274008522, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6885142445005409, 0.0, nan, nan, nan, 0.9670173779406549, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.044086773967809655, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1153 | 30.0 | 600 | 0.4982 | 0.3552 | 0.5072 | 0.8008 | [0.7667386072252623, 0.7327063027086672, 0.8846346406970453, 0.1478246355847335, 0.9220984554975982, 0.07594007793916696, 0.9382995180579521, 0.8147790885227236, 0.9259321127889883, 0.9418627197518097, nan, 0.6946953781512605, 0.14309327036599764, 0.0, 0.0, 0.5459391658827218, 0.0, 0.47314323607427056, 0.0, nan, 0.8329925849073876, 0.2911839596859127, 0.9473065798987708, nan, nan, 0.5423992673992674, 0.29088924342933914, nan, nan, nan, nan, nan, 0.3970201014706827, nan, 0.0, nan, 0.3996655518394649, nan, nan, nan, nan, nan, nan, 0.19646041075084197, nan, nan, 0.8822862694300518, nan, nan, nan, nan, nan, 0.40010669511869834, 0.07758839989824472, nan, nan, nan, 0.07081840727473133, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.006985414618157981, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.624102656137832, 0.0, nan, nan, nan, 0.969027071757891, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.04758572428271519, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.8170866294674389, 0.8460156529125068, 0.960535372178358, 0.8663188783827844, 0.9765377704912305, 0.8886585726976607, 0.955115569699706, 0.9804387951211159, 0.9924798567591764, 0.9678062063125736, nan, 0.7963275135460566, 0.18884387659707075, nan, nan, 0.5816258351893095, nan, 0.5901571546732837, nan, nan, 0.8987587660092846, 0.29118525365281384, 0.9603701837174142, nan, nan, 0.7510234394812159, 0.9667355025953005, nan, nan, nan, nan, nan, 0.39990943493870684, nan, 0.0, nan, 0.4026280323450135, nan, nan, nan, nan, nan, nan, 0.20225712149024408, nan, nan, 0.8895991359823178, nan, nan, nan, nan, nan, 0.8113956004327443, 0.07758839989824472, nan, nan, nan, 0.07081840727473133, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.006985414618157981, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6270284890010819, 0.0, nan, nan, nan, 0.969027071757891, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.04758572428271519, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1334 | 31.0 | 620 | 0.4598 | 0.3664 | 0.5266 | 0.8349 | [0.7600503091919086, 0.7460795921326052, 0.8719402654341993, 0.15596769368830393, 0.9146058394957891, 0.08001224609323004, 0.9351090192335848, 0.8347202249188063, 0.9095788199103315, 0.9425698071108668, nan, 0.7024003361521088, 0.1247807567025808, 0.0, 0.0, 0.5938413361169103, 0.0, 0.4739010989010989, 0.0, nan, 0.8385410334346505, 0.569279035870454, 0.9480098943107713, nan, nan, 0.597444659798021, 0.40289379386884067, nan, nan, nan, nan, nan, 0.48777838131450296, nan, 0.0, nan, 0.47149049683227745, nan, nan, nan, nan, nan, nan, 0.19018323741483098, nan, nan, 0.9425041694978071, nan, nan, nan, nan, nan, 0.3835511797657444, 0.10022894937674892, nan, nan, nan, 0.2044640396803527, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.004527204195345788, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6230258435032304, 0.0, nan, nan, nan, 0.9696969696969697, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0741777466759972, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.8003028323209492, 0.8325906851014203, 0.9660328886511795, 0.850016302575807, 0.9753118056627345, 0.8899911163754812, 0.949499509971259, 0.9830076303921755, 0.9953088630259624, 0.9679224293944777, nan, 0.8051173991571342, 0.15518853225303833, nan, nan, 0.6335189309576837, nan, 0.5707196029776674, nan, nan, 0.9083067197840187, 0.569279035870454, 0.9657305172492784, nan, nan, 0.8487120965112488, 0.9522939108109617, nan, nan, nan, nan, nan, 0.49377365203609663, nan, 0.0, nan, 0.47641509433962265, nan, nan, nan, nan, nan, nan, 0.19545856278468965, nan, nan, 0.9580926307329081, nan, nan, nan, nan, nan, 0.8148214929679048, 0.10022894937674892, nan, nan, nan, 0.2044640396803527, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.004527204195345788, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6259466282005048, 0.0, nan, nan, nan, 0.9696969696969697, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0741777466759972, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.0582 | 32.0 | 640 | 0.4668 | 0.3797 | 0.5332 | 0.8510 | [0.7672225402489522, 0.756542566524216, 0.8918801669804372, 0.12513134014710098, 0.9212230186158148, 0.07101034301408286, 0.9319699499165276, 0.8339364761381628, 0.9294062173722677, 0.9406139257916795, nan, 0.7105563628814615, 0.17794928335170893, 0.0, 0.0, 0.5558107967004281, 0.0, 0.5188163396590544, nan, nan, 0.8339010888740191, 0.7231027484556868, 0.9488651776833349, nan, nan, 0.6194157056425178, 0.5115702416861331, nan, nan, nan, nan, nan, 0.37192722111103943, nan, 0.0, nan, 0.4285237140948564, nan, nan, nan, nan, nan, nan, 0.20902878170587463, nan, nan, 0.9574062301335029, nan, nan, nan, nan, nan, 0.3562329034779211, 0.04477232256423302, nan, nan, nan, 0.20391292367043262, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.71873317782164, 0.0, nan, nan, nan, 0.9690533422653058, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.06018194541637509, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.8105576352592174, 0.8240328158389678, 0.9553666545376431, 0.8542549722856211, 0.9757340500811, 0.8996150429375185, 0.9466969860479457, 0.9822274656061499, 0.9881826320501342, 0.9651330754287801, nan, 0.824262492474413, 0.2514802119040199, nan, nan, 0.5927616926503341, nan, 0.6670802315963607, nan, nan, 0.9026767194547789, 0.7235815350705678, 0.9615155541302057, nan, nan, 0.8984983516284462, 0.9442149913489981, nan, nan, nan, nan, nan, 0.3729016398745027, nan, 0.0, nan, 0.43227762803234504, nan, nan, nan, nan, nan, nan, 0.21626215242368618, nan, nan, 0.983473150148189, nan, nan, nan, nan, nan, 0.8218535881716552, 0.04477232256423302, nan, nan, nan, 0.20391292367043262, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7222322394518572, 0.0, nan, nan, nan, 0.9690533422653058, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.06018194541637509, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.0811 | 33.0 | 660 | 0.4840 | 0.3762 | 0.5301 | 0.8580 | [0.7627208167071746, 0.7549441259772555, 0.895652823734063, 0.13903054076772206, 0.9204709940919741, 0.06561774230479867, 0.9537214180030675, 0.8317635125344153, 0.9277675121787334, 0.9368543764774456, nan, 0.7048375300386585, 0.13202185792349727, 0.0, 0.0, 0.5625980545967995, 0.0, 0.5168431183830606, nan, nan, 0.838258117525334, 0.7828351911888796, 0.9454438352440074, nan, nan, 0.6192107092096448, 0.5656764723371361, nan, nan, 0.0, nan, nan, 0.38528964647281433, nan, 0.0, nan, 0.4020066889632107, nan, nan, nan, nan, nan, nan, 0.21716514954486346, nan, nan, 0.955712328437853, nan, nan, nan, nan, nan, 0.5480396902226524, 0.058000508776392776, nan, nan, nan, 0.19041058142739048, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6510229720028715, 0.0, nan, nan, nan, 0.9689613954893539, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.07067879636109167, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.8159565263455291, 0.8247574877142838, 0.9457788805934161, 0.8089338115422237, 0.9758971237875033, 0.8910275392360083, 0.9689024457389523, 0.9830076303921755, 0.988898836168308, 0.9606999950190108, nan, 0.8122817579771222, 0.18822062947958865, nan, nan, 0.5989977728285077, nan, 0.6662531017369727, nan, nan, 0.9069239126856089, 0.7833152618294287, 0.9559261465157832, nan, nan, 0.8956997427815817, 0.9291734107272422, nan, nan, nan, nan, nan, 0.38528964647281433, nan, 0.0, nan, 0.4049865229110512, nan, nan, nan, nan, nan, nan, 0.22707186076551772, nan, nan, 0.9986562515697995, nan, nan, nan, nan, nan, 0.8166245943021998, 0.058000508776392776, nan, nan, nan, 0.19041058142739048, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6540750090155066, 0.0, nan, nan, nan, 0.9689613954893539, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.07067879636109167, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1979 | 34.0 | 680 | 0.5273 | 0.3690 | 0.5275 | 0.8497 | [0.7361887307275058, 0.7553466913704463, 0.8934074386522095, 0.11533178813632071, 0.9225648929177093, 0.06224019887521395, 0.9488118586583159, 0.8314142880180616, 0.9208451172849775, 0.9383787452729565, nan, 0.7049095339312561, 0.14388311045071817, 0.0, 0.0, 0.5418930213121604, 0.0, 0.5, 0.0, nan, 0.8429259135910866, 0.7649717614463822, 0.949005424954792, nan, nan, 0.6159888154550076, 0.5454056570456224, nan, nan, nan, nan, nan, 0.18012743797910535, nan, 0.0, nan, 0.4447412353923205, nan, nan, nan, nan, nan, nan, 0.22157168878480354, nan, nan, 0.9460020896072767, nan, nan, nan, nan, nan, 0.4691243287897563, 0.13253625031798524, nan, nan, nan, 0.1894002020758703, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6284996410624551, 0.0, nan, nan, nan, 0.9677266816408558, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.06088173547935619, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7908647054668738, 0.829968384082835, 0.9471247638128389, 0.876100423866971, 0.9726822421469818, 0.9045010364228605, 0.964233407847067, 0.9810286758129888, 0.9910832587287377, 0.9640704643942287, nan, 0.8186032510535822, 0.18105328762854472, nan, nan, 0.5776169265033407, nan, 0.674937965260546, nan, nan, 0.9166364863530109, 0.7656244445234456, 0.961744628212764, nan, nan, 0.8779118211788574, 0.9481358486353743, nan, nan, nan, nan, nan, 0.18012743797910535, nan, 0.0, nan, 0.44878706199460916, nan, nan, nan, nan, nan, nan, 0.23155890951118363, nan, nan, 0.9665193148138845, nan, nan, nan, nan, nan, 0.8191489361702128, 0.13253625031798524, nan, nan, nan, 0.1894002020758703, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6314460872701045, 0.0, nan, nan, nan, 0.9677266816408558, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.06088173547935619, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.112 | 35.0 | 700 | 0.4803 | 0.3779 | 0.5268 | 0.8542 | [0.7485612827037905, 0.7485955783172517, 0.8970574231025616, 0.11843378794544655, 0.9209662185907573, 0.06654696071735443, 0.9500829241325486, 0.8326367934423056, 0.9140421890940205, 0.9409130589414465, nan, 0.7031992067219873, 0.1374733349134866, 0.0, 0.0, 0.5441161115171765, 0.0, 0.5035658914728682, nan, nan, 0.8403203300370078, 0.8157481014344717, 0.9504539090375321, nan, nan, 0.6060380359656377, 0.5850991171081126, nan, nan, nan, nan, nan, 0.27114532457871077, nan, 0.0, nan, 0.4269963247577681, nan, nan, nan, nan, nan, nan, 0.2132534826194506, nan, nan, 0.8645085285307866, nan, nan, nan, nan, nan, 0.48516129032258065, 0.10735181887560417, nan, nan, nan, 0.19270689813539083, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6325139063341109, 0.0, nan, nan, nan, 0.9681470097594935, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.018894331700489854, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7947052902952394, 0.8286841981084379, 0.9498340661893969, 0.8777306814476687, 0.9768056772946072, 0.894432928634883, 0.9651694178018082, 0.9818849542366753, 0.9946284691136974, 0.9663617194374803, nan, 0.811198073449729, 0.1807416640698037, nan, nan, 0.5802895322939866, nan, 0.6716294458229942, nan, nan, 0.9120600533368453, 0.8162483557893988, 0.9641269986713703, nan, nan, 0.8695975075172988, 0.9801724619076855, nan, nan, nan, nan, nan, 0.27114532457871077, nan, 0.0, nan, 0.4305929919137466, nan, nan, nan, nan, nan, nan, 0.22272078319396288, nan, nan, 0.8662781936002412, nan, nan, nan, nan, nan, 0.8135593220338984, 0.10735181887560417, nan, nan, nan, 0.19270689813539083, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.635593220338983, 0.0, nan, nan, nan, 0.9681470097594935, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.018894331700489854, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
| 0.1137 | 36.0 | 720 | 0.5998 | 0.3441 | 0.5032 | 0.7896 | [0.736777443081168, 0.7505535302591466, 0.8984463748747077, 0.11536311648105947, 0.9227343906956519, 0.06314684580665476, 0.9513026790844925, 0.8316456924719355, 0.9196712619300106, 0.941566635390041, nan, 0.7071084149945559, 0.1096790497851908, 0.0, 0.0, 0.5237945821566782, 0.0, 0.4988647421342848, 0.0, nan, 0.845520801700577, 0.21572391604786853, 0.9476931452161684, nan, nan, 0.605464044331165, 0.27296944109368715, nan, nan, nan, nan, nan, 0.13390691205485655, nan, 0.0, nan, 0.4195056780227121, nan, nan, nan, nan, nan, nan, 0.21503837647977103, nan, nan, 0.8408783614602634, nan, nan, nan, nan, nan, 0.48806194880619486, 0.07453574154159247, nan, nan, nan, 0.19656471020483146, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6148600143575018, 0.0, nan, nan, nan, 0.9650864956456634, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.02099370188943317, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0] | [0.7968507204407402, 0.8306492385889459, 0.9431002661078548, 0.8747962178024128, 0.9763514005410553, 0.8907314184187148, 0.9661990287520235, 0.9783266416760223, 0.9938048343777977, 0.9663451161400655, nan, 0.8210716435881998, 0.13524462449361171, nan, nan, 0.5576837416481069, nan, 0.6360628618693135, nan, nan, 0.9167023343100781, 0.2157248746844893, 0.9570715169285747, nan, nan, 0.8648969314929537, 0.985139811352347, nan, nan, nan, nan, nan, 0.13390691205485655, nan, 0.0, nan, 0.42318059299191374, nan, nan, nan, nan, nan, nan, 0.2247603508056292, nan, nan, 0.8434972622695535, nan, nan, nan, nan, nan, 0.8182473855030653, 0.07453574154159247, nan, nan, nan, 0.19656471020483146, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6177425171294627, 0.0, nan, nan, nan, 0.9650864956456634, 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, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.02099370188943317, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- Oct 9, 2023
- Updated
- Oct 9, 2023