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nommis_upernet
nommis/nommis_upernet
nommis_upernet 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 mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- upernet
- Access
- Public
- Created
- Oct 17, 2023
- Updated
- Oct 17, 2023
- SHA
- 2deb6137
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. -->
nommis_upernet
This model is a fine-tuned version of openmmlab/upernet-convnext-tiny on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 0.8298
- Mean Iou: 0.4359
- Mean Accuracy: 0.5711
- Overall Accuracy: 0.8557
- Per Category Iou: [0.7266627269588516, 0.0, 0.9820990066298799, 0.7737974543977927, 0.8425987582111041, 0.9118247536169393, 0.9726662033819782, 0.8122102873261724, 0.7060892649742824, 0.9323953427902811, 0.7442598387025693, 0.0, 0.7741525763639443, 0.8833402511154924, 0.3458198395181419, 0.48438906694515466, 0.9688899504388846, 0.8158714543367765, 0.0, 0.618927466020724, 0.5458015267175572, nan, 0.5299230769230769, 0.6976306347909488, 0.6288592136049763, 0.9612746327578874, 0.0, 0.7109205064637772, 0.11801534807952739, nan, 0.71105051882148, 0.0, 0.3553369087463204, nan, nan, nan, 0.5561559888579387, 0.9047263216887727, nan, 0.43790174471992654, nan, 0.46764197285261755, 0.5622770723355686, 0.0, 0.10447052116490095, 0.9349260523321957, nan, 0.7546450104589639, nan, 0.13063921718134452, 0.7920258620689655, 0.5972421367338845, 0.0, nan, nan, 0.04073974805682123, nan, 0.0025618035096708082, nan, nan, 0.0, nan, nan, nan, 0.790377628536827, 0.0, 0.030017921146953404, 0.0, nan, 0.7069909121933339, 0.8378582609165003, 0.0, nan, 0.8619144689344714, nan, nan, nan, nan, nan, nan, nan, 0.4185729847494553, 0.4426762609838788, nan, 0.0, 0.26306620209059234, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7372762760550932, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5035460992907801, nan, nan, nan, nan, 0.2639971651311127, 0.7368421052631579, nan, nan, 0.0, nan, nan, 0.8980218005651999, 0.0867579908675799, nan, 0.2571780870177911, nan, nan, nan, 0.019954648526077097, nan]
- Per Category Accuracy: [0.9350150831695787, 0.0, 0.9898977608571053, 0.9468311944718657, 0.9858914696034872, 0.9446002971164812, 0.9873030801786974, 0.9766294737495217, 0.8152646602425334, 0.9558830062939652, 0.8404185172744125, nan, 0.9482760503100708, 0.9994129905197969, 0.36869247770581576, 0.6960774166839164, 0.9786686503548523, 0.9150002298533536, nan, 0.707359274069517, 0.5458015267175572, nan, 0.5952648405772055, 0.7334279418904284, 0.7907029586931044, 0.9738813390785549, nan, 0.7393486185061888, 0.11801534807952739, nan, 0.9547442286179193, nan, 0.5238689733071755, nan, nan, nan, 0.735938075930704, 0.9214231354642314, nan, 0.5645996744117212, nan, 0.8795475477780336, 0.5754964953271028, nan, 0.10464452269915295, 0.9510289891411268, nan, 0.8400219148061909, nan, 0.13063921718134452, 0.8251295336787565, 0.6196429701842122, nan, nan, nan, 0.04073974805682123, nan, 0.003250975292587776, nan, nan, 0.0, nan, nan, nan, 0.9195593697963366, nan, 0.04633471645919779, 0.0, nan, 0.7652056143806945, 0.9403319602616913, nan, nan, 0.8951790755116443, nan, nan, nan, nan, nan, nan, nan, 0.4377670179436058, 0.5056108740319266, nan, 0.0, 0.26849217638691325, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7716422129146645, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5035460992907801, nan, nan, nan, nan, 0.29353821907013394, 0.7541684480547243, nan, nan, 0.0, nan, nan, 0.8980218005651999, 0.0867579908675799, nan, 0.2841572596340989, nan, nan, nan, 0.019954648526077097, 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: 4
- 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 |
|---|---|---|---|---|---|---|---|---|
| 0.5977 | 1.0 | 34 | 0.5814 | 0.5176 | 0.6841 | 0.8856 | [0.7660843033494732, 0.0, 0.9794685836538216, 0.8789679649951558, 0.8295538836494649, 0.8478427164982764, 0.9928306515200187, 0.8274302155280742, 0.8630769230769231, 0.9538202459242484, 0.7167099129715953, nan, 0.8104229873259775, 0.9305473972756007, 0.7695456327764123, 0.7084858569051581, 0.9721086739780658, 0.8336854877513022, 0.0, 0.5408901755020807, 0.5744274809160306, nan, 0.5888370024460752, 0.6713795470144132, 0.39083198531019103, 0.9339271751304973, 0.0, 0.7944134370074969, 0.8364044137436082, nan, 0.6214711469181896, 0.0, 0.3619014137558697, nan, 0.0, nan, 0.6173685522053327, 0.936768149882904, nan, 0.422684510401484, nan, 0.34025327620967744, 0.6021936864633494, 0.0, 0.37291366404760795, 0.8765082598263452, nan, 0.7353898216842379, nan, 0.8424794213020703, 0.8503079350536977, 0.7414849463073984, nan, nan, nan, 0.11078058067586863, nan, 0.0, nan, nan, 0.9645819690024012, nan, nan, nan, 0.787726577855427, 0.0, 0.0, 0.0, nan, 0.6879327793757324, 0.9058887645928348, nan, nan, 0.8822272915802571, nan, nan, 0.0, nan, nan, nan, nan, 0.5370735833098393, 0.4759898904802022, nan, 0.0, 0.6299303944315545, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7771374095419682, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0939655172413793, nan, 0.2721329338055026, nan, nan, nan, nan, 0.6528649582493521, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.6389530408006159, nan, nan, nan, nan, 0.4692268129607406, 0.7807167235494881, nan, nan, 0.0, nan, nan, 0.8988800257835791, 0.1324200913242009, nan, 0.7835431115677712, nan, nan, nan, 0.005442176870748299, nan] | [0.9011316120938234, 0.0, 0.9851044004777351, 0.9135077328068444, 0.9890922108277707, 0.8664058719421198, 0.9992211380202211, 0.9873323474969753, 0.9296442460583536, 0.9730025916327286, 0.7766207591535103, nan, 0.8793016857367456, 0.9764315693698453, 0.8847959711027786, 0.7712171393086318, 0.9801413377832284, 0.9159885992736634, nan, 0.6896724084896955, 0.5744274809160306, nan, 0.6864253002678649, 0.7306270306606416, 0.42763519816307494, 0.9765219312783118, nan, 0.9012654226472128, 0.9149378814939844, nan, 0.9649140648835554, nan, 0.8567861601569466, nan, nan, nan, 0.7305565794323627, 0.989345509893455, nan, 0.4721030042918455, nan, 0.9326214598204007, 0.6574182242990654, nan, 0.3816979156752641, 0.9793623546203252, nan, 0.7738665936173127, nan, 0.8584318210700216, 0.9617731721358664, 0.8905963157561563, nan, nan, nan, 0.24953095684803, nan, 0.0, nan, nan, 0.9707271528998243, nan, nan, nan, 0.9240425259382605, nan, 0.0, 0.0, nan, 0.7067361624121044, 0.9565665132057184, nan, nan, 0.9381836626676077, nan, nan, nan, nan, nan, nan, nan, 0.5425804614070066, 0.5357989568515884, nan, 0.0, 0.9655049786628734, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.9216537759847881, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1074420896993593, nan, 0.2918492550394391, nan, nan, nan, nan, 0.684973717600145, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6540583136327817, nan, nan, nan, nan, 0.539204097714736, 0.7823856348867038, nan, nan, 0.0, nan, nan, 0.9007670569236981, 0.1324200913242009, nan, 0.8905216037368626, nan, nan, nan, 0.005442176870748299, nan] |
| 0.3877 | 2.0 | 68 | 0.5653 | 0.5115 | 0.6736 | 0.8881 | [0.7745904386481587, 0.0, 0.9789408111569841, 0.8753753290873106, 0.8137283660897624, 0.8606358919781828, 0.9912883864576656, 0.8626208644389962, 0.8686241243432574, 0.8709963765479707, 0.7330345710627401, nan, 0.7518398031828488, 0.8077829907833004, 0.7834587648110668, 0.655588979611326, 0.96953066142463, 0.8082511400996925, 0.0, 0.5366617596391768, 0.5741444866920152, nan, 0.7404975559932881, 0.641149743184512, 0.6693374504219128, 0.9340814207302859, 0.0, 0.8023946664247812, 0.8043774390692879, nan, 0.6004671381301498, 0.0, 0.2654998516760605, nan, 0.0, nan, 0.5679130204189871, 0.9107158737216541, nan, 0.4105938294813668, nan, 0.610498022333428, 0.6516751401381827, 0.0, 0.43044476926289416, 0.8916293368467282, nan, 0.7386666666666667, nan, 0.4900889453621347, 0.8868197580755263, 0.5626931037585866, nan, nan, nan, 0.06622084488664166, nan, 0.42113618324073027, nan, nan, 0.028778558875219684, nan, nan, nan, 0.8092801091777551, 0.0, 0.023059434881455017, 0.0, nan, 0.7287710012923873, 0.8587532621270414, nan, nan, 0.8706548100242523, nan, nan, nan, 0.0, nan, nan, nan, 0.44710860366713684, 0.4930229525299948, nan, 0.0, 0.6689463019250254, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.7789842777966294, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.16337923334573876, nan, 0.4213075060532688, nan, nan, nan, nan, 0.6239366041253933, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6232449297971919, nan, nan, nan, nan, 0.5280971659919028, 0.754588134869825, nan, nan, 0.0, nan, nan, 0.971455531965086, 0.1689497716894977, nan, 0.7648934232100565, nan, nan, nan, 0.02312925170068027, nan] | [0.9037006593999012, 0.0, 0.9862443044824484, 0.9343731490621915, 0.9930299648339616, 0.8757017600259892, 0.9999706089818952, 0.971448662399305, 0.9121726469855744, 0.8863976305072195, 0.7834757834757835, nan, 0.9575836317582321, 0.9955093774764463, 0.8768349405671685, 0.710515421237839, 0.9767184704155693, 0.8758562037420126, nan, 0.6587972931405721, 0.5763358778625954, nan, 0.8770413894409401, 0.7272285917018336, 0.9021382955822909, 0.9739586785990498, nan, 0.873842992759135, 0.8576279170183118, nan, 0.9412183463846232, nan, 0.26603650199155815, nan, nan, nan, 0.7893844452635459, 0.9742199391171994, nan, 0.5495042178481575, nan, 0.8040812802210454, 0.7299941588785047, nan, 0.49048253545255543, 0.9789573167203502, nan, 0.7967401725790988, nan, 0.490151226331173, 0.934887737478411, 0.5937361524340065, nan, nan, nan, 0.10881801125703565, nan, 0.60370611183355, nan, nan, 0.028778558875219684, nan, nan, nan, 0.9114896887408735, nan, 0.04910096818810512, 0.0, nan, 0.809994801499357, 0.9667736854858251, nan, nan, 0.9263188073394495, nan, nan, nan, nan, nan, nan, nan, 0.4514383366562233, 0.5975185712027817, nan, 0.0, 0.9391891891891891, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8848318215689801, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21636274026614097, nan, 0.5083260297984225, nan, nan, nan, nan, 0.6469699716029242, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6296296296296297, nan, nan, nan, nan, 0.642434988179669, 0.7558785805899957, nan, nan, 0.0, nan, nan, 0.9974969721437222, 0.1689497716894977, nan, 0.8171467497080576, nan, nan, nan, 0.02312925170068027, nan] |
| 0.4101 | 3.0 | 102 | 0.5502 | 0.5382 | 0.6674 | 0.8963 | [0.7958455697387357, 0.0, 0.9820871902914288, 0.8030802022937557, 0.8371248703365883, 0.9183902585062349, 0.9863315504920932, 0.8710058516235025, 0.8509945750452079, 0.944313498662425, 0.7662497981033249, nan, 0.8065968433037127, 0.921303721423329, 0.7567498334955685, 0.7070750647109577, 0.9728956002648703, 0.8345390701019588, 0.0, 0.5426217652422728, 0.5534351145038168, nan, 0.6401022479512819, 0.6534273115980759, 0.6927213010541929, 0.9289094999575516, 0.0, 0.8205992316663236, 0.26806628575767355, nan, 0.6130116669962429, 0.0, 0.35706356484386315, nan, 0.0, nan, 0.5835685890418851, 0.9075444807135304, nan, 0.49014084507042255, nan, 0.7023757041391134, 0.6868935356020227, 0.0, 0.48340644246532855, 0.879012987012987, nan, 0.7453178748885209, nan, 0.6842372666073924, 0.9122432574770629, 0.6738749622470552, nan, nan, nan, 0.0, nan, 0.3693246852346433, nan, nan, 0.44881370826010547, nan, nan, nan, 0.8036529680365296, 0.0, 0.002489110143123833, 0.0, nan, 0.8096110796782366, 0.8681201444359339, nan, nan, 0.8841417283120376, nan, nan, nan, nan, nan, nan, nan, 0.4528036066497605, 0.4262782401902497, nan, 0.0, 0.6705547652916074, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8083911152896933, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.17670682730923695, nan, 0.29631665750412317, nan, nan, nan, nan, 0.6214306400231683, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6314589665653495, nan, nan, nan, nan, 0.48512911843276935, 0.708066581306018, nan, nan, 0.0, nan, nan, 0.9647892809846538, 0.0045662100456621, nan, 0.7339694996878623, nan, nan, nan, 0.009977324263038548, nan] | [0.9054244502089015, 0.0, 0.9895839670580551, 0.9347943402435012, 0.9856387795068332, 0.9550535181907704, 1.0, 0.9758745850697497, 0.9240885840724918, 0.967108478341355, 0.8262979136341582, nan, 0.9320573849244476, 0.9947462651521822, 0.8121020859219511, 0.7633512730283585, 0.9821719375138221, 0.9068174504666023, nan, 0.6635266071977853, 0.5534351145038168, nan, 0.7356778709064201, 0.7305149942114502, 0.9383027577794255, 0.9671086067837807, nan, 0.9453131945747844, 0.2771682597004966, nan, 0.9457947727041595, nan, 0.43980738362760835, nan, nan, nan, 0.7467010689273866, 0.9389269406392694, nan, 0.592274678111588, nan, 0.8254087036610638, 0.7339369158878505, nan, 0.5191776910631007, 0.9790923293536752, nan, 0.8012601013559786, nan, 0.6845850806964036, 0.9473517559009788, 0.7062100398809901, nan, nan, nan, 0.0, nan, 0.4720416124837451, nan, nan, 0.44881370826010547, nan, nan, nan, 0.9242987062892276, nan, 0.0027662517289073307, 0.0, nan, 0.9004760732167775, 0.9612006299975769, nan, nan, 0.9278184544812985, nan, nan, nan, nan, nan, nan, nan, 0.45770435773283963, 0.45329540066382173, nan, 0.0, 0.8381934566145093, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8837526016907779, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2385411532774766, nan, 0.3149284253578732, nan, nan, nan, nan, 0.6482387771131654, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6548463356973995, nan, nan, nan, nan, 0.5366430260047281, 0.7092774690038478, nan, nan, 0.0, nan, nan, 1.0, 0.0045662100456621, nan, 0.8008952899961075, nan, nan, nan, 0.009977324263038548, nan] |
| 0.4172 | 4.0 | 136 | 0.5966 | 0.4945 | 0.6331 | 0.8783 | [0.7683984585149483, 0.0, 0.9809358366890665, 0.8037926832020583, 0.8335257651384621, 0.8666047980131576, 0.9739369391289413, 0.8560887615801592, 0.8125188137958714, 0.9507751712925329, 0.724156974855435, nan, 0.8036515999157323, 0.9283659696869123, 0.7753803622317109, 0.7081036503320457, 0.9717691969460767, 0.8251581611134542, 0.0, 0.5345266008388098, 0.46946564885496184, nan, 0.439100077579519, 0.7066992323796232, 0.3992796007316908, 0.9342418755360716, 0.0, 0.8048143660834202, 0.24349143054330738, nan, 0.7042037434795949, 0.0, 0.2530416061683272, nan, 0.0, nan, 0.5843630904261462, 0.9305409483744113, nan, 0.4011991006744941, nan, 0.33415311792549907, 0.6428080780326968, 0.0, 0.32643253234750463, 0.9119307963455866, nan, 0.7475048606610499, nan, 0.16685728809251493, 0.8964714165786551, 0.6598990961330345, 0.0, nan, nan, 0.0, nan, 0.02002622481821433, nan, nan, 0.800054914881933, nan, nan, nan, 0.7859939103958242, 0.0, 0.0, 0.0, nan, 0.7997561570348696, 0.8885118896146125, nan, nan, 0.8759787928221859, nan, nan, nan, 0.0, nan, nan, nan, 0.44456981664315937, 0.4035914702581369, nan, 0.0, 0.6777092963533642, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8202918237815303, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.050738356683074595, nan, 0.21619342142254708, nan, nan, nan, nan, 0.6162567689530686, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5990566037735849, nan, nan, nan, nan, 0.5267275097783573, 0.7491467576791809, nan, nan, 0.0, nan, nan, 0.9669737663960025, 0.045662100456621, nan, 0.6185374941779227, nan, nan, nan, 0.014512471655328799, nan] | [0.9315991154756814, 0.0, 0.9890300249434051, 0.9375518262586378, 0.9881235654572638, 0.8879688129215213, 1.0, 0.9766191328087029, 0.8532155788425065, 0.9699666790077749, 0.8319710372112119, nan, 0.9371124115643288, 0.9851780106248715, 0.9005420977975215, 0.844235148002484, 0.9775327208025896, 0.8993931871466004, nan, 0.6223469701630268, 0.46946564885496184, nan, 0.4890693856389873, 0.7563954139746798, 0.42288741658494583, 0.9747762678157109, nan, 0.8464897116495935, 0.24927871876901336, nan, 0.9335909691853961, nan, 0.3004577611319184, nan, nan, nan, 0.7460375967563583, 0.967941400304414, nan, 0.47535888708006513, nan, 0.9346361961777573, 0.6832651869158879, nan, 0.3361568478157419, 0.9780122282870755, nan, 0.7898917956444322, nan, 0.16685728809251493, 0.9529073114565343, 0.6851617395708046, nan, nan, nan, 0.0, nan, 0.027308192457737322, nan, nan, 0.8001427943760984, nan, nan, nan, 0.9258357883950301, nan, 0.0, 0.0, nan, 0.897370653095844, 0.9517809546886358, nan, nan, 0.9473800282286521, nan, nan, nan, nan, nan, nan, nan, 0.44887496439760755, 0.4262683736367947, nan, 0.0, 0.9384779516358464, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8999665955751985, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06604238541153278, nan, 0.22465673385918786, nan, nan, nan, nan, 0.6600809618754154, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6004728132387707, nan, nan, nan, nan, 0.5571315996847912, 0.7507481829841812, nan, nan, 0.0, nan, nan, 1.0, 0.045662100456621, nan, 0.6461658232775399, nan, nan, nan, 0.014512471655328799, nan] |
| 0.2752 | 5.0 | 170 | 0.5796 | 0.5126 | 0.6587 | 0.8825 | [0.7811669931572713, 0.0, 0.9843577194432085, 0.8340749002113172, 0.8605335207932514, 0.917075948466083, 0.9745087930343129, 0.8455158854283034, 0.7976052304172477, 0.9304395811852862, 0.7572692356489544, nan, 0.8002419080381534, 0.8958195265487898, 0.5558759154811012, 0.6297459081585667, 0.9700275323281218, 0.8134466509592729, 0.0, 0.5455658771169987, 0.6076190476190476, nan, 0.7109987929993965, 0.6495951276904977, 0.5259107292634824, 0.9413371308330765, 0.0, 0.821599150893331, 0.5045521793558666, nan, 0.5938675696012039, 0.0, 0.38439141929654297, nan, 0.0, nan, 0.5671121743200375, 0.927275201887306, nan, 0.40127623021229597, nan, 0.40269393863806435, 0.6165726893846531, 0.0, 0.34036914779859595, 0.9321462146767683, nan, 0.7591886908420405, nan, 0.772289766970618, 0.920293904006258, 0.6553988767437647, nan, nan, nan, 0.0, nan, 0.10797266514806378, nan, nan, 0.019826449912126537, nan, nan, nan, 0.7892657227527164, 0.0, 0.05527369826435247, 0.0, nan, 0.7375159882379314, 0.9000613658280003, nan, nan, 0.8771309771309771, nan, nan, nan, nan, nan, nan, nan, 0.43755102040816324, 0.40249680379032865, nan, 0.0, 0.6821086261980831, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7900120856353591, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.1322845906328209, nan, 0.29071995620038327, nan, nan, nan, nan, 0.7827858011955774, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5547675334909378, nan, nan, nan, nan, 0.5253319357092942, 0.8249270529387245, nan, nan, 0.0, nan, nan, 0.880581348405329, 0.0, nan, 0.6426478666910822, nan, nan, nan, 0.06031746031746032, nan] | [0.9096706993831957, 0.0, 0.9917741196963245, 0.9351299769661072, 0.979532102171029, 0.9591921680366285, 1.0, 0.9783460699254418, 0.9149792141611909, 0.9488485746019992, 0.816830266611926, nan, 0.9498809939732727, 0.9918405682251769, 0.5808693357377698, 0.7785137652659905, 0.981056112909387, 0.8887969475474647, nan, 0.7022839126422639, 0.6087786259541985, nan, 0.8143955759094444, 0.7010494080740934, 0.5548924872635078, 0.9786432438404596, nan, 0.917604291175628, 0.5220898510333457, nan, 0.9631851927183972, nan, 0.6828369300279412, nan, nan, nan, 0.8039071138960561, 0.9721746575342466, nan, 0.4839425780671896, nan, 0.9293115358047432, 0.7345210280373832, nan, 0.34838678975920817, 0.9753312631396224, nan, 0.8459115189700042, nan, 0.7749396365484814, 0.9482153137593552, 0.6870133569665127, nan, nan, nan, 0.0, nan, 0.1540962288686606, nan, nan, 0.019826449912126537, nan, nan, nan, 0.9210964519021391, nan, 0.14315352697095435, 0.0, nan, 0.7651508933212947, 0.9329113157257087, nan, nan, 0.9304428369795342, nan, nan, nan, nan, nan, nan, nan, 0.45798917687268587, 0.42294926505452823, nan, 0.0, 0.9110953058321479, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.9406172109874862, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18235584031542632, nan, 0.3102541630148992, nan, nan, nan, nan, 0.8940245302398646, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5547675334909378, nan, nan, nan, nan, 0.5923955870764381, 0.8460880718255664, nan, nan, 0.0, nan, nan, 0.880581348405329, 0.0, nan, 0.6830478785519657, nan, nan, nan, 0.06031746031746032, nan] |
| 0.2892 | 6.0 | 204 | 0.5800 | 0.4849 | 0.6294 | 0.8801 | [0.7827552200472518, 0.0, 0.9820279966838509, 0.7942467510736795, 0.846439102042293, 0.8965994385489876, 0.9765225876815338, 0.8569904338072353, 0.7691218825685672, 0.9190382444051997, 0.7023872510634696, nan, 0.781930007392958, 0.8739463404605263, 0.7115144559877588, 0.764321631655623, 0.9697304837343695, 0.8167223941351166, 0.0, 0.5472080009524943, 0.5610687022900763, nan, 0.3943565561302099, 0.6391851925697006, 0.5821867638033773, 0.9404593563868535, 0.0, 0.8287919583557709, 0.18390605781057812, nan, 0.6092361200566792, 0.0, 0.3598841096501003, nan, 0.0, nan, 0.5777330875370091, 0.9366741346989164, nan, 0.42277365491651203, nan, 0.4555768276253279, 0.5009468317552804, 0.0, 0.23971285131140618, 0.9273000568254725, nan, 0.6534532080098079, nan, 0.25772016774685474, 0.8637797611022731, 0.5855682778759702, 0.0, nan, nan, 0.0, nan, 0.030555555555555555, nan, nan, 0.8037126537785588, nan, nan, nan, 0.8008687700045725, 0.0, 0.0, 0.0, nan, 0.774335458375275, 0.8607470603092638, nan, nan, 0.8797510038454184, nan, nan, nan, 0.0, nan, nan, nan, 0.44247038917089676, 0.48285330729802295, nan, 0.0, 0.6687715269804823, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8077543648404576, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.07255389718076286, nan, 0.05659293306521115, nan, nan, nan, nan, 0.42205720252944245, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5618597320724981, nan, nan, nan, nan, 0.5228691983122363, 0.7887205387205387, nan, nan, 0.0, nan, nan, 0.806985728928487, 0.0, nan, 0.5525906972493831, nan, nan, nan, 0.0326530612244898, nan] | [0.9178603696166895, 0.0, 0.9899393865651427, 0.9371536689700559, 0.9853229168860157, 0.9143641267381145, 1.0, 0.9717899134463254, 0.9003908120845227, 0.9402295446131063, 0.8258002712151183, nan, 0.9584516114944537, 0.9981215696633501, 0.7771791121911527, 0.8416476919892362, 0.9783771286113513, 0.9039212982117409, nan, 0.7068594278683482, 0.5610687022900763, nan, 0.44802557677352456, 0.7183403667326437, 0.7033892224162261, 0.9699480720362391, nan, 0.912210686449803, 0.18780789385880553, nan, 0.9619648123665209, nan, 0.47999524404018784, nan, nan, nan, 0.7624032436417251, 0.974410197869102, nan, 0.5395885748113068, nan, 0.9246200782868984, 0.5021904205607477, nan, 0.2431236318644713, 0.9756977260015044, nan, 0.8760443774825366, nan, 0.25772016774685474, 0.9221358664363846, 0.6029625878331328, nan, nan, nan, 0.0, nan, 0.04470091027308192, nan, nan, 0.8037126537785588, nan, nan, nan, 0.8973997694376842, nan, 0.0, 0.0, nan, 0.8524173027989822, 0.9289738308698813, nan, nan, 0.9132189484827099, nan, nan, nan, nan, nan, nan, nan, 0.44688123041868416, 0.6253358621779674, nan, 0.0, 0.8285917496443812, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8618855513014878, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08624938393297191, nan, 0.057551855097867366, nan, nan, nan, nan, 0.43955048033351457, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5618597320724981, nan, nan, nan, nan, 0.6103230890464934, 0.8011970927746901, nan, nan, 0.0, nan, nan, 0.8264029067420267, 0.0, nan, 0.588458544180615, nan, nan, nan, 0.0326530612244898, nan] |
| 0.2798 | 7.0 | 238 | 0.6080 | 0.5091 | 0.6374 | 0.8827 | [0.7666003585073461, 0.0, 0.9798189368506468, 0.803534466760881, 0.8343738327730644, 0.905461137993889, 0.9853746126444438, 0.8184166631025191, 0.8137220172626813, 0.9425151937472163, 0.7389055869872702, nan, 0.8160820146235072, 0.9280010937927263, 0.5538512458239815, 0.654792118499377, 0.9689887037377558, 0.8163334938985228, 0.0, 0.6049123034107825, 0.580952380952381, nan, 0.5440809851174737, 0.6730304323094426, 0.5591735453486606, 0.9427345925201295, nan, 0.8207100160373232, 0.27000344392147857, nan, 0.6954674220963173, 0.0, 0.3485311783335153, nan, 0.0, nan, 0.5693566381554481, 0.9447965463396711, nan, 0.3628128724672229, nan, 0.42222395245325134, 0.5740810437837159, 0.0, 0.31573345673299397, 0.9373505588404293, nan, 0.7648511794491787, nan, 0.298131910026687, 0.8917667050375486, 0.7284545995961826, nan, nan, nan, 0.0, nan, 0.031874405328258804, nan, nan, 0.9485391036906854, nan, nan, nan, 0.7843331136014063, 0.0, 0.0, 0.0, nan, 0.816102404593851, 0.8471702683064668, nan, nan, 0.8761572657938741, nan, nan, nan, nan, nan, nan, nan, 0.43682008368200836, 0.3178468936632281, nan, 0.0, 0.6903331512834516, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7924523843281819, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.46936167741186036, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.574468085106383, nan, nan, nan, nan, 0.4224439775910364, 0.8060965283657917, nan, nan, 0.0, nan, nan, 0.915779355220349, 0.0639269406392694, nan, 0.6366395857512722, nan, nan, nan, 0.04852607709750567, nan] | [0.9207888173230993, 0.0, 0.9859305106833981, 0.9261270154656137, 0.9878287603445008, 0.9346343741434213, 1.0, 0.9893901947199156, 0.9021341405007759, 0.9714920399851906, 0.8319088319088319, nan, 0.9273408157917722, 0.9960670364826392, 0.5888083744763203, 0.7343200165597185, 0.9800006031484348, 0.9348825449363306, nan, 0.7187403875730545, 0.5820610687022901, nan, 0.6223105504190789, 0.7069873398812414, 0.6602645363438494, 0.9689095127610209, nan, 0.889727455028598, 0.2769719926988675, nan, 0.9487440252211939, nan, 0.3794661435110873, nan, nan, nan, 0.7900479174345743, 0.9785007610350076, nan, 0.45049578215184255, nan, 0.9364782408473405, 0.6682242990654206, nan, 0.3246883030360712, 0.9753891256967616, nan, 0.8482399671277907, nan, 0.298131910026687, 0.9365860679332182, 0.7936475280116477, nan, nan, nan, 0.0, nan, 0.043563068920676205, nan, nan, 0.9485391036906854, nan, nan, nan, 0.914435762776995, nan, 0.0, 0.0, nan, 0.9332403075323539, 0.9534771020111461, nan, nan, 0.9475344036697247, nan, nan, nan, nan, nan, nan, nan, 0.44602677299914556, 0.3238501659554291, nan, 0.0, 0.89900426742532, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8617056813217874, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.4882484442027672, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.574468085106383, nan, nan, nan, nan, 0.47537431048069345, 0.8140230867892262, nan, nan, 0.0, nan, nan, 1.0, 0.0639269406392694, nan, 0.6939470611132736, nan, nan, nan, 0.04852607709750567, nan] |
| 0.1652 | 8.0 | 272 | 0.6181 | 0.5022 | 0.6278 | 0.8768 | [0.7710849357935127, 0.0, 0.981830704245821, 0.7887600919372371, 0.8665988930306111, 0.907822175161215, 0.9801232931958288, 0.8538483062397891, 0.8056897523003124, 0.9448816606781781, 0.7319700967458224, nan, 0.7914162544233818, 0.9131263762822923, 0.6023330685286616, 0.7219999080079114, 0.9676982379951592, 0.8178543260929806, 0.0, 0.5190876582584324, 0.5400763358778626, nan, 0.5159627663666436, 0.7404470834788683, 0.513078361454166, 0.9343283582089552, 0.0, 0.8277593063433079, 0.1751390900083835, 0.0, 0.7715736040609137, 0.0, 0.3765939053382321, nan, nan, nan, 0.5881486517108543, 0.926810049133216, nan, 0.3938375999073323, nan, 0.3515330010572421, 0.42336594357011204, 0.0, 0.20298143633977123, 0.9360786496011871, nan, 0.7286353197147347, nan, 0.508832126064303, 0.9021543238971913, 0.6326192394824467, nan, nan, nan, 0.0, nan, 0.043478260869565216, nan, nan, 0.9470013181019332, nan, nan, nan, 0.8102628001812415, 0.0, 0.0, 0.0, nan, 0.727263341291863, 0.849195414967486, nan, nan, 0.8697020136407925, nan, nan, nan, nan, nan, nan, nan, 0.43139950508660985, 0.46441281138790036, nan, 0.0, 0.6648268941294531, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7900187892397232, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.020174232003668042, nan, 0.014543339150668994, nan, nan, nan, nan, 0.1875853875853876, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5334909377462569, nan, nan, nan, nan, 0.4956461163357715, 0.8239495798319327, nan, nan, 0.0, nan, nan, 0.9962995736465289, 0.0, nan, 0.4910201476889416, nan, nan, nan, 0.04081632653061224, nan] | [0.9298819802296502, 0.0, 0.9950849644740591, 0.938390918065153, 0.9693192107645981, 0.9342113723194374, 1.0, 0.9782219786356162, 0.904164830743884, 0.961925212884117, 0.8283258064917454, nan, 0.9510655952484933, 0.9980041677673095, 0.6336276568839823, 0.8123059407990064, 0.9766380506242587, 0.8819013469406518, nan, 0.6195401414949246, 0.5400763358778626, nan, 0.5795385811803335, 0.7916868954699929, 0.56441196871487, 0.9752071594298972, nan, 0.8779820410743745, 0.18040862789739162, nan, 0.9429472185497814, nan, 0.6215444979489924, nan, nan, nan, 0.7653520088462956, 0.9510559360730594, nan, 0.5031818854521237, nan, 0.9378597743495279, 0.4360397196261682, nan, 0.20605310745217473, 0.9733253611587941, nan, 0.8256403232433913, nan, 0.508832126064303, 0.936614853195164, 0.6584794581249604, nan, nan, nan, 0.0, nan, 0.060955786736020805, nan, nan, 0.9470013181019332, nan, nan, nan, 0.9162290252337646, nan, 0.0, 0.0, nan, 0.7709102848231142, 0.9334565059365156, nan, nan, 0.9448879675370501, nan, nan, nan, nan, nan, nan, nan, 0.44688123041868416, 0.515647226173542, nan, 0.0, 0.9423897581792319, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8859367371585682, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02168555938886151, nan, 0.014607069821793748, nan, nan, nan, nan, 0.1908041810162528, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5334909377462569, nan, nan, nan, nan, 0.5606776989755713, 0.8383924754168448, nan, nan, 0.0, nan, nan, 1.0, 0.0, nan, 0.5241339042428961, nan, nan, nan, 0.04081632653061224, nan] |
| 0.1863 | 9.0 | 306 | 0.6136 | 0.5281 | 0.6424 | 0.8849 | [0.7739914676005059, 0.0, 0.9818933674652303, 0.7863050286008874, 0.8473234025588054, 0.911153415893078, 0.9795022383440573, 0.8613402768260929, 0.7969009781498705, 0.9372412101625958, 0.7564229417585042, nan, 0.8021133933118316, 0.9070746921149437, 0.5788311755299943, 0.6465683398977625, 0.969896004378763, 0.8169747727504851, 0.0, 0.5444894128687899, 0.6019047619047619, nan, 0.6957340970756708, 0.6608540436633256, 0.6822893988382542, 0.9399680170575693, nan, 0.8155616934403666, 0.1503811771990248, nan, 0.6625766871165644, 0.0, 0.3528952069068175, nan, nan, nan, 0.5930424864556602, 0.9330858468677494, nan, 0.387181903864279, nan, 0.6412431207510522, 0.35790642787727334, 0.0, 0.16480910599952572, 0.9410831591519857, nan, 0.7616781465247339, nan, 0.5674164442750032, 0.8549350974233538, 0.6990378746039589, nan, nan, nan, 0.0, nan, 0.20567553992968357, nan, nan, 0.9479349736379613, nan, nan, nan, 0.796735414139186, 0.0, 0.0, 0.0, nan, 0.7330005120327701, 0.8185941630812296, nan, nan, 0.8756885170079468, nan, nan, nan, nan, nan, nan, nan, 0.44145134689389776, 0.4227333631085306, nan, 0.0, 0.6789519147710913, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7861319767994676, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.41792856317188765, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5216706067769897, nan, nan, nan, nan, 0.4957678355501814, 0.7981340118744699, nan, nan, 0.0, nan, nan, 0.9848123409669212, 0.1689497716894977, nan, 0.4526229057951112, nan, nan, nan, 0.06142728093947606, nan] | [0.9267405545082288, 0.0, 0.9899105687672707, 0.9435505100361962, 0.9845859041041083, 0.942637568653196, 0.9999853044909476, 0.9749232185144204, 0.9044617712983007, 0.9620584968530174, 0.8274549322584257, nan, 0.9286236789239235, 0.9987379296175634, 0.616968870611262, 0.7985406748085283, 0.9797141076418907, 0.9192984875649336, nan, 0.7138572746847124, 0.6030534351145038, nan, 0.7976324202886028, 0.7189752399447287, 0.8807553397593819, 0.9741354546458955, nan, 0.8721340300895971, 0.15253871366607133, nan, 0.9555578155191702, nan, 0.5637595862314964, nan, nan, nan, 0.7666052340582381, 0.9564307458143074, nan, 0.6079621133639189, nan, 0.855169237854018, 0.3764602803738318, nan, 0.16536594651184924, 0.9726117229540764, nan, 0.8330365703328311, nan, 0.5674164442750032, 0.8853770869314911, 0.7611888333227828, nan, nan, nan, 0.0, nan, 0.2662548764629389, nan, nan, 0.9479349736379613, nan, nan, nan, 0.925323427693096, nan, 0.0, 0.0, nan, 0.7833593258365482, 0.9565968015507633, nan, nan, 0.9186000352858151, nan, nan, nan, nan, nan, nan, nan, 0.45741953859299345, 0.4487908961593172, nan, 0.0, 0.8385490753911806, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8497828712387903, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.43689203069300947, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5216706067769897, nan, nan, nan, nan, 0.5654058313632782, 0.804617357845233, nan, nan, 0.0, nan, nan, 1.0, 0.1689497716894977, nan, 0.48112105877773453, nan, nan, nan, 0.06167800453514739, nan] |
| 0.0957 | 10.0 | 340 | 0.6398 | 0.4617 | 0.6171 | 0.8750 | [0.7691868723436006, 0.005405405405405406, 0.980316561019296, 0.7856414490320923, 0.8490651825985741, 0.9150884118759767, 0.9791079136690648, 0.8150686106346484, 0.8032635071984086, 0.939551970035295, 0.7171279898552626, nan, 0.7909762692047717, 0.9131263762822923, 0.6253516482384098, 0.6022918466645446, 0.970918004584305, 0.812543498578218, 0.0, 0.5483281086729362, 0.5610687022900763, nan, 0.6514457378895981, 0.7233081088835491, 0.5272424113754285, 0.9434629739817169, 0.0, 0.7891121610595624, 0.13670777396191072, 0.0, 0.7635617562576938, 0.0, 0.37408603347808334, 0.0, nan, nan, 0.5805818517663357, 0.9254199223319141, nan, 0.4222520107238606, 0.0, 0.37604725103854814, 0.2370035046728972, 0.0, 0.1449935906566016, 0.9396001939357774, nan, 0.7426612127045236, nan, 0.2917778624984115, 0.8685006877579092, 0.6456724847538078, 0.0, nan, nan, 0.019265232974910396, nan, 0.0, nan, nan, 0.7386862917398945, nan, nan, nan, 0.7920803000220604, 0.0, 0.0, 0.13069908814589665, nan, 0.7441706378532658, 0.8463283321035228, nan, nan, 0.8707076494904432, nan, nan, nan, nan, nan, nan, nan, 0.4236914600550964, 0.4519397799652577, nan, 0.0, 0.6723002005156116, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.8197191172255661, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.32926900075480464, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5563435776201734, nan, nan, nan, nan, 0.3502866654336971, 0.7842306061890632, nan, nan, 0.0, nan, nan, 0.9543808276180935, 0.0045662100456621, nan, 0.5547145723144264, nan, nan, nan, 0.0380952380952381, nan] | [0.9262530345207413, 0.005417956656346749, 0.9884056393228458, 0.9456367226061204, 0.9830697635241845, 0.9413110349331826, 1.0, 0.9827719925958863, 0.8973256192647369, 0.9658496853017401, 0.8161335672252703, nan, 0.9454373744431828, 0.9980041677673095, 0.6672970981823779, 0.6854170979093356, 0.9814833430507248, 0.9392267733186227, nan, 0.6456474930790526, 0.5610687022900763, nan, 0.7495031538926813, 0.7531837024311909, 0.6088402018704107, 0.9635288918351563, nan, 0.8216257865673559, 0.1375046613412887, nan, 0.9462015661547849, nan, 0.5991914868319362, nan, nan, nan, 0.7414670106892739, 0.9407819634703196, nan, 0.5128015391445908, nan, 0.9327365876122496, 0.2370035046728972, nan, 0.14533168363947843, 0.9718402221922194, nan, 0.8455006163539242, nan, 0.2917778624984115, 0.9087507196315486, 0.6802715705513706, nan, nan, nan, 0.023050120611096223, nan, 0.0, nan, nan, 0.7386862917398945, nan, nan, nan, 0.9198155501473037, nan, 0.0, 0.13069908814589665, nan, 0.7989821882951654, 0.9379694693481948, nan, nan, 0.9383380381086803, nan, nan, nan, nan, nan, nan, nan, 0.438051837083452, 0.49344080923028294, nan, 0.0, 0.8346372688477952, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8818768147596167, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.3426379070751012, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5563435776201734, nan, nan, nan, nan, 0.3731284475965327, 0.7909362975630612, nan, nan, 0.0, nan, nan, 1.0, 0.0045662100456621, nan, 0.5919618528610354, nan, nan, nan, 0.0380952380952381, nan] |
| 0.1617 | 11.0 | 374 | 0.6720 | 0.4678 | 0.6137 | 0.8675 | [0.7495966881368649, 0.0, 0.9810109714387243, 0.7809865504953937, 0.851290081756769, 0.8992704631618542, 0.984352361634309, 0.851065175360931, 0.7775043790140963, 0.9345200718468436, 0.735542487040806, 0.0, 0.7696220897687936, 0.8833078339340819, 0.4682506351972786, 0.6549363275366288, 0.9682514430032365, 0.8210905435966162, 0.0, 0.5943585430549265, 0.566793893129771, nan, 0.5509100601629732, 0.6992908301873478, 0.5980990485087888, 0.9541188287772582, 0.0, 0.7678039085789997, 0.14253293585921722, 0.0, 0.6902764607192355, 0.0, 0.4257619615188149, nan, nan, nan, 0.5482690095178329, 0.9262878682116432, nan, 0.42813422231937914, nan, 0.4536909194873297, 0.4898717948717949, 0.0, 0.0845920015199012, 0.9407768258767755, nan, 0.6650082918739635, nan, 0.43665014614309317, 0.8772601220188575, 0.6075445836623411, nan, nan, nan, 0.0, nan, 0.10635426889106968, nan, nan, 0.45046133567662566, nan, nan, nan, 0.8103369763205829, 0.0, 0.0, 0.05167173252279635, nan, 0.7167603904078599, 0.7816283176780733, 0.0, nan, 0.8584958577839144, nan, nan, nan, nan, nan, nan, nan, 0.4347335776712715, 0.48115601212946346, nan, 0.0, 0.6201550387596899, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7909523360964582, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.10405348934391977, nan, 0.0, nan, nan, nan, nan, 0.17121775505461306, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6017080745341615, nan, nan, nan, nan, 0.3133208255159475, 0.7549978732454274, nan, nan, 0.0, nan, nan, 0.9288585209003215, 0.3378995433789954, nan, 0.17371686407219403, nan, nan, nan, 0.04149751917004962, nan] | [0.9408969369435325, 0.0, 0.9900418498464651, 0.9462092793682132, 0.9844806165638358, 0.9222827208830925, 0.9984128850223372, 0.9741269660713732, 0.8928810896760474, 0.9477230655312847, 0.8138195299767352, nan, 0.9381932919905669, 0.9997651962079187, 0.4904060785327073, 0.7425481266818464, 0.9788948310179135, 0.9013009699811521, nan, 0.706474930790526, 0.566793893129771, nan, 0.6250756070163311, 0.7401874743249804, 0.704381831663039, 0.9760137001436305, nan, 0.8014343432347799, 0.14545347490726385, nan, 0.9623716058171463, nan, 0.5946138755127519, nan, nan, nan, 0.7728713601179507, 0.9467751141552512, nan, 0.5796951309752849, nan, 0.9363055491595671, 0.5579731308411215, nan, 0.08475302179499382, 0.9721681100160087, nan, 0.8787837282564033, nan, 0.43665014614309317, 0.9105929763960852, 0.6453598784579351, nan, nan, nan, 0.0, nan, 0.1409297789336801, nan, nan, 0.45046133567662566, nan, nan, nan, 0.9117458690918406, nan, 0.0, 0.05167173252279635, nan, 0.75850228460423, 0.9249757693239642, nan, nan, 0.8775802752293578, nan, nan, nan, nan, nan, nan, nan, 0.4391911136428368, 0.6144302196933776, nan, 0.0, 0.7112375533428165, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8630418583138474, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12272055199605716, nan, 0.0, nan, nan, nan, nan, 0.17805570660383058, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6107171000788022, nan, nan, nan, nan, 0.3618991331757289, 0.7588713125267208, nan, nan, 0.0, nan, nan, 0.932983447719015, 0.3378995433789954, nan, 0.17983651226158037, nan, nan, nan, 0.041723356009070296, nan] |
| 0.1845 | 12.0 | 408 | 0.6486 | 0.4726 | 0.6141 | 0.8703 | [0.7734336919986363, 0.0, 0.9783865844692762, 0.7824994382238006, 0.8144537348645179, 0.9182538785657782, 0.9844480129624004, 0.8465967417987057, 0.8136353081965456, 0.9465218964893232, 0.728860413685443, nan, 0.7419248974439886, 0.9227223427331888, 0.644294682422452, 0.5961467057221833, 0.9654068828425891, 0.8117209264493565, 0.0, 0.5815756539788163, 0.5610687022900763, nan, 0.7052908067542214, 0.6590700303865451, 0.5923000783602095, 0.9438247819914825, 0.0, 0.8091807780320366, 0.15431041196168524, nan, 0.6358447488584474, 0.0, 0.3649544140538137, nan, nan, nan, 0.5772471126485521, 0.9156593779709358, nan, 0.3686078063034857, nan, 0.4268256061417138, 0.46392341763109013, 0.0, 0.10131572697477795, 0.942726488998838, nan, 0.74058229352347, nan, 0.11780404117422798, 0.8870320670669286, 0.4688099583508821, nan, nan, nan, 0.05552672548002076, nan, 0.28710289236605024, nan, nan, 0.007029876977152899, nan, nan, nan, 0.7896634615384616, 0.0, 0.0, 0.0, nan, 0.733001721344674, 0.8139823603962445, 0.0, nan, 0.8557597142734197, nan, nan, nan, 0.0, nan, nan, nan, 0.432171581769437, 0.3382318996691544, nan, 0.0, 0.5162818235642392, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7800694349275958, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.00292141396435875, nan, nan, nan, nan, 0.23570513567019913, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5815047021943573, nan, nan, nan, nan, 0.4060797750834651, 0.7675996607294318, nan, nan, 0.0, nan, nan, 0.9976639278234252, 0.5384615384615384, nan, 0.5081456423039259, nan, nan, nan, 0.041723356009070296, nan] | [0.9135176147793431, 0.0, 0.9843263199351919, 0.9396018427114182, 0.9886500031586262, 0.9624035978843141, 1.0, 0.9807348272545836, 0.8726795532481465, 0.9682487967419474, 0.8364498189825701, nan, 0.9626222814219583, 0.9987966305655837, 0.6906633825583057, 0.747774787828607, 0.9764168961981544, 0.9175286167425183, nan, 0.732582282374654, 0.5610687022900763, nan, 0.8120625594055129, 0.6966052955894985, 0.6870051902700376, 0.9769749198983537, nan, 0.8732799241339115, 0.15556122549115817, nan, 0.9629817959930845, nan, 0.48784257773021816, nan, nan, nan, 0.7626981201621821, 0.9620433789954338, nan, 0.5227171821814415, nan, 0.9409106608335253, 0.47415303738317754, nan, 0.10150375939849623, 0.9702007830732733, nan, 0.8535817011368305, nan, 0.11780404117422798, 0.9228554979850316, 0.4756282838513642, nan, nan, nan, 0.05735727686947199, nan, 0.3936931079323797, nan, nan, 0.007029876977152899, nan, nan, nan, 0.9257076982195466, nan, 0.0, 0.0, nan, 0.792265178253851, 0.9532045069057427, nan, nan, 0.8771612561750176, nan, nan, nan, nan, nan, nan, nan, 0.45912845343207065, 0.34740003161055794, nan, 0.0, 0.620199146514936, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8775856309581931, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.00292141396435875, nan, nan, nan, nan, 0.2445773669264697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5847123719464145, nan, nan, nan, nan, 0.45527974783293934, 0.7738349722103463, nan, nan, 0.0, nan, nan, 1.0, 0.54337899543379, nan, 0.5554690541066563, nan, nan, nan, 0.041723356009070296, nan] |
| 0.1505 | 13.0 | 442 | 0.6613 | 0.4746 | 0.6161 | 0.8712 | [0.7622366809827723, 0.0, 0.9813071356018284, 0.7854417544454223, 0.8510790051207022, 0.9091682101918805, 0.9753748244130379, 0.8430046948356807, 0.7894602872227742, 0.9508461035659815, 0.7202459982792866, nan, 0.7784922654825726, 0.9165096117602713, 0.45556480593523097, 0.713858332949786, 0.9697406411664439, 0.8249301169893364, 0.0, 0.5725555254604551, 0.5152671755725191, nan, 0.6049642722828131, 0.7537208154052338, 0.5418200838965754, 0.9413831656284939, 0.0, 0.8282226526808231, 0.14737046004842616, nan, 0.7721271393643032, 0.0, 0.3368825115386373, nan, nan, nan, 0.5309862671660425, 0.9234967665000229, nan, 0.434495256369257, nan, 0.37536418067949806, 0.47646725262262546, 0.0, 0.10845431255337319, 0.9276666727769325, nan, 0.6981384461041132, nan, 0.1330537552420892, 0.8788159363851747, 0.5861405634656165, nan, nan, nan, 0.004824443848834093, nan, 0.02349869451697128, nan, nan, 0.9331063268892794, nan, nan, nan, 0.8010295434198746, 0.0, 0.0, 0.0, nan, 0.7398786058444403, 0.80382039454825, nan, nan, 0.8783075335397317, nan, nan, nan, 0.0, nan, nan, nan, 0.44883655733109057, 0.4597373925168487, nan, 0.0, 0.6851851851851852, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.7911503152041036, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0230371415138693, nan, 0.023011942907078357, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5803149606299213, nan, nan, nan, nan, 0.2976210561835667, 0.7612574341546304, nan, nan, 0.0, nan, nan, 0.9587367084589747, 0.0365296803652968, nan, 0.5200633579725449, nan, nan, nan, 0.03764172335600907, nan] | [0.9186889872063441, 0.0, 0.989894558879564, 0.9456367226061204, 0.979953252332119, 0.9335074972843282, 1.0, 0.9748301500470513, 0.9209563401597731, 0.9694335431321732, 0.8436158698167432, nan, 0.9417689317844353, 0.9991194857796953, 0.47534169754681505, 0.8026288553094597, 0.9808098272984982, 0.9157357605847469, nan, 0.6502230083051369, 0.5152671755725191, nan, 0.6949796941156139, 0.7981103185569706, 0.6317778468750748, 0.9767981438515081, nan, 0.8954174116624354, 0.14931993483935546, nan, 0.9634902878063664, nan, 0.438261696688663, nan, nan, nan, 0.783855510504976, 0.95771499238965, nan, 0.6032262838537813, nan, 0.9418892470642413, 0.4908002336448598, nan, 0.10878461977729133, 0.976083476382433, nan, 0.8578276948363238, nan, 0.1330537552420892, 0.9289291882556131, 0.612410584288156, nan, nan, nan, 0.004824443848834093, nan, 0.029258777633289986, nan, nan, 0.9331063268892794, nan, nan, nan, 0.9168694761111823, nan, 0.0, 0.0, nan, 0.8087772579277135, 0.9342440029076812, nan, nan, 0.938470359915314, nan, nan, nan, nan, nan, nan, nan, 0.4559954428937625, 0.6253358621779674, nan, 0.0, 0.868421052631579, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8481126499987152, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.024149827501232134, nan, 0.023079170318434122, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5807722616233254, nan, nan, nan, nan, 0.3475177304964539, 0.7661393758016246, nan, nan, 0.0, nan, nan, 0.9755349212757368, 0.0365296803652968, nan, 0.5751265083690151, nan, nan, nan, 0.03764172335600907, nan] |
| 0.138 | 14.0 | 476 | 0.6743 | 0.4690 | 0.6039 | 0.8698 | [0.7621407265594914, 0.0, 0.9793665325221084, 0.78297694932362, 0.8263038628418852, 0.9211784563646399, 0.9809085781229661, 0.826526606000855, 0.8095088243778354, 0.9235171996193882, 0.7318503190205208, 0.0, 0.770538080933027, 0.8865246373023135, 0.5404342139680879, 0.565406800855149, 0.9690374903599771, 0.8199355601778213, 0.0, 0.575815235220786, 0.5782442748091603, nan, 0.6887188718871887, 0.8017147856517935, 0.5293821726143688, 0.9484768913238456, 0.0, 0.7900317248288529, 0.13175145234730726, nan, 0.840941768511862, 0.0, 0.3542225800679907, nan, nan, nan, 0.5592598675206657, 0.9179945950983133, nan, 0.4322946175637394, 0.0, 0.366228636195307, 0.4852326754070019, 0.0, 0.09483782115211094, 0.943240202512657, nan, 0.7390419161676647, nan, 0.09861481763883594, 0.8699514226231784, 0.5266713972788696, nan, nan, nan, 0.015813454837845083, nan, 0.009736100435562388, nan, nan, 0.6584468365553603, nan, nan, nan, 0.7917667613015942, nan, 0.0, 0.0, nan, 0.7668000448749112, 0.8088354463468828, nan, nan, 0.8812355536877495, nan, nan, nan, 0.0, nan, nan, nan, 0.4203698592326801, 0.3825944170771757, nan, 0.0, 0.5507246376811594, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7889370437956205, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0008764241893076249, nan, nan, nan, nan, 0.046484329146613455, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.545311268715524, nan, nan, nan, nan, 0.36584935614746866, 0.7511657481983891, nan, nan, 0.0, nan, nan, 0.9693690826636964, 0.0547945205479452, nan, 0.47145115952213634, nan, nan, nan, 0.055328798185941046, nan] | [0.9187305844749011, 0.0, 0.9865132705959201, 0.9393353076669957, 0.9905241213754764, 0.9714321488154257, 0.9966641194450976, 0.9796386875277913, 0.8870572233184544, 0.9486412439837097, 0.8447977705619627, nan, 0.9521519346667832, 0.9953919755804056, 0.5679601508637279, 0.7253674187538812, 0.9789199622026981, 0.9241943639957707, nan, 0.6748692709935404, 0.5782442748091603, nan, 0.7933984273740603, 0.855547671509131, 0.6040685019971777, 0.9697602474864656, nan, 0.8413134316563108, 0.13175403819355852, nan, 0.9516932777382284, nan, 0.4707805719041674, nan, nan, nan, 0.7531146332473276, 0.9371194824961948, nan, 0.5645996744117212, nan, 0.9392988717476399, 0.49182242990654207, nan, 0.09503188350623394, 0.9702200705923197, nan, 0.8452266812765374, nan, 0.09861481763883594, 0.9021301093839954, 0.5403241121731974, nan, nan, nan, 0.015813454837845083, nan, 0.01235370611183355, nan, nan, 0.6584468365553603, nan, nan, nan, 0.9287818624311516, nan, 0.0, 0.0, nan, 0.8415414922432898, 0.9371819723770293, nan, nan, 0.9248853211009175, nan, nan, nan, nan, nan, nan, nan, 0.433779549985759, 0.40508929982614195, nan, 0.0, 0.6081081081081081, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8887375696996171, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0008764241893076249, nan, nan, nan, nan, 0.0478520935290919, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.545311268715524, nan, nan, nan, nan, 0.4085894405043341, 0.7575887131252672, nan, nan, 0.0, nan, nan, 0.9837706903512313, 0.0547945205479452, nan, 0.5222849357726742, nan, nan, nan, 0.055328798185941046, nan] |
| 0.1333 | 15.0 | 510 | 0.6892 | 0.4636 | 0.6108 | 0.8659 | [0.7547844204724938, 0.0, 0.9811684916094886, 0.7849302641712138, 0.8505458057696864, 0.8980162463723944, 0.9801502068587739, 0.8479044939767727, 0.787003827463123, 0.933197881140701, 0.7286212259344667, 0.0, 0.7745765741609688, 0.8901335292111545, 0.4910987119987485, 0.578903723360146, 0.9679761164323921, 0.8218240428694032, 0.0, 0.5726476165565946, 0.5610687022900763, nan, 0.7368300328771312, 0.7636092996881202, 0.555, 0.946108748872568, 0.0, 0.7951616528677931, 0.15181671807406547, nan, 0.7851882845188285, 0.0, 0.37216596774743443, nan, 0.0, nan, 0.5387795687670086, 0.9223580826630713, nan, 0.41659869494290375, nan, 0.35355251977253416, 0.5541341233503905, 0.0, 0.0739649189523221, 0.9418437330642297, nan, 0.7401612138454243, nan, 0.0845088321260643, 0.8759649171347149, 0.5467213749322598, 0.0, nan, nan, 0.046368265880461, nan, 0.25025667351129366, nan, nan, 0.37406634446397186, nan, nan, nan, 0.8107769423558897, 0.0, 0.0, 0.0, nan, 0.7196447473730411, 0.8016086491003578, nan, nan, 0.8850235726598683, nan, nan, nan, 0.0, nan, nan, nan, 0.4241693461950697, 0.48704205813733525, nan, 0.0, 0.6661751695664996, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7996961135775504, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5721040189125296, nan, nan, nan, nan, 0.3182209963799345, 0.7717069038542991, nan, nan, 0.0, nan, nan, 0.9583736689254598, 0.0, nan, 0.48950498513206225, nan, nan, nan, 0.034467120181405894, nan] | [0.9342796434614917, 0.0, 0.9913098329528317, 0.9424251398486344, 0.9827960159194761, 0.9172980673892666, 0.9992064425111686, 0.9724207108362719, 0.8764631506350696, 0.9522695298037763, 0.8451585613157666, nan, 0.9461907153463185, 0.9958909336385783, 0.5177858658720297, 0.7225212171393086, 0.977799111361306, 0.9024272514135981, nan, 0.6734466318055983, 0.5610687022900763, nan, 0.8327140758662404, 0.8046457780931396, 0.6119615393814729, 0.9735167384819357, nan, 0.8386857780719345, 0.153598555474868, nan, 0.9542357368046375, nan, 0.6489507163664467, nan, nan, nan, 0.7589384445263546, 0.9436358447488584, nan, 0.6047062305756993, nan, 0.9340893391664747, 0.6009053738317757, nan, 0.07404587417911868, 0.9720716724207765, nan, 0.8552253116011506, nan, 0.0845088321260643, 0.9113413932066782, 0.558808634550864, nan, nan, nan, 0.046368265880461, nan, 0.31697009102730817, nan, nan, 0.37406634446397186, nan, nan, nan, 0.9116177789163571, nan, 0.0, 0.0, nan, 0.7626474048537579, 0.9297310394960019, nan, nan, 0.9397715243472125, nan, nan, nan, nan, nan, nan, nan, 0.45086869837653093, 0.6103998735577683, nan, 0.0, 0.8033428165007113, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8655343423182671, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5721040189125296, nan, nan, nan, nan, 0.363672182821119, 0.7789653698161607, nan, nan, 0.0, nan, nan, 0.9592248687928946, 0.0, nan, 0.5446671856753601, nan, nan, nan, 0.034467120181405894, nan] |
| 0.1279 | 16.0 | 544 | 0.7125 | 0.4525 | 0.5896 | 0.8703 | [0.7592041676384286, 0.0, 0.9783433504465632, 0.7761416227062364, 0.8255918173670058, 0.9234144577606791, 0.9802644847157798, 0.8110098026625573, 0.7609967301467326, 0.9367744730002888, 0.7449179891539408, nan, 0.7907176402888382, 0.9090518514540425, 0.5077339921933395, 0.5237315221733919, 0.9666511008663858, 0.8221367143968544, 0.0, 0.6157945403286804, 0.5572519083969466, nan, 0.507399085767413, 0.7792762338540369, 0.6061280383430332, 0.9468689881762964, 0.0, 0.8008209904248953, 0.11907518988832408, nan, 0.8074717636837533, 0.0, 0.3180457202604439, 0.0, nan, nan, 0.5729244577412117, 0.9211577773648021, nan, 0.4053261666259467, nan, 0.4217371665426719, 0.6233255499569866, 0.0, 0.05528068506184586, 0.9329834629615646, nan, 0.7420634920634921, nan, 0.10255432710636675, 0.8355642131626548, 0.6408785716436335, 0.0, nan, nan, 0.0, nan, 0.008512213175425611, nan, nan, 0.4779767135325132, nan, nan, nan, 0.7981844348499945, 0.0, 0.0, 0.0, nan, 0.7866597362408887, 0.8089986084626088, nan, nan, 0.881183531641571, nan, nan, nan, 0.0, nan, nan, nan, 0.4057065217391304, 0.3948399497301693, nan, 0.0, 0.49319826338639655, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7691878573752964, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0017168906518264164, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6037735849056604, nan, nan, nan, nan, 0.32914750619030775, 0.7577428935086975, nan, nan, 0.0, nan, nan, 0.8561162696810658, 0.0, nan, 0.19913856304985336, nan, nan, nan, 0.03945578231292517, nan] | [0.9316240738368156, 0.0, 0.9866573595852799, 0.946969397828233, 0.9892185558760976, 0.9592564643138741, 1.0, 0.9795973237645161, 0.887248797869691, 0.960844131803036, 0.8356660321725824, nan, 0.9301412787142982, 0.9936309471397963, 0.5377984011963538, 0.6783792175533016, 0.9780202657874103, 0.8987266124212753, nan, 0.6886727160873577, 0.5572519083969466, nan, 0.5658861142314007, 0.8178660790977331, 0.7199048051854864, 0.9679593415092255, nan, 0.8460155485967737, 0.11907518988832408, nan, 0.9451845825282214, nan, 0.3978360382854765, nan, nan, nan, 0.7340950976778474, 0.9430650684931506, nan, 0.49104632233239603, nan, 0.913682938061248, 0.7406542056074766, nan, 0.0552964690206529, 0.9532277663124192, nan, 0.8196137515408848, nan, 0.10255432710636675, 0.8643062751871042, 0.6737196936127112, nan, nan, nan, 0.0, nan, 0.011215864759427829, nan, nan, 0.4779767135325132, nan, nan, nan, 0.9235301652363264, nan, 0.0, 0.0, nan, 0.8902842759035815, 0.950872304337291, nan, nan, 0.9227902258292167, nan, nan, nan, nan, nan, nan, nan, 0.4252349757903731, 0.4220799747115537, nan, 0.0, 0.6059743954480796, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8503224811778914, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0017521599903329104, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6052009456264775, nan, nan, nan, nan, 0.3666272655634358, 0.7635741769987174, nan, nan, 0.0, nan, nan, 0.8561162696810658, 0.0, nan, 0.21146360451537563, nan, nan, nan, 0.03945578231292517, nan] |
| 0.1714 | 17.0 | 578 | 0.7080 | 0.4607 | 0.6061 | 0.8649 | [0.7398117183171256, 0.008085381630012937, 0.9811316567109285, 0.7806336430098589, 0.8496941450626274, 0.9069966490637867, 0.9656088092248633, 0.8537828515557809, 0.769289070789753, 0.9210908457249071, 0.7362227972042987, 0.0, 0.7770594613076359, 0.8561160119631054, 0.35860324524024434, 0.5863576738084827, 0.9690577213599445, 0.8212424518157002, 0.0, 0.6132427391420198, 0.5458015267175572, nan, 0.6136449587777021, 0.7877612887306567, 0.6020250957815573, 0.9620381140813375, 0.0, 0.7586164427686303, 0.15660410250450346, 0.0, 0.80606735795698, 0.0, 0.37879954533787996, nan, nan, nan, 0.5446281431077561, 0.9225729051310446, nan, 0.46461090202743716, nan, 0.41024819240038973, 0.4912612875036411, 0.0, 0.1031402917003183, 0.938688744685612, nan, 0.7377186676252097, nan, 0.1404244503748888, 0.8647422569060027, 0.5597298633862892, nan, nan, nan, 0.0, nan, 0.15284842319430314, nan, nan, 0.7708150263620387, nan, nan, nan, 0.7820885871322341, 0.0, 0.0, 0.0, nan, 0.7283560806681605, 0.8159421441627592, nan, nan, 0.8736492630421451, nan, nan, nan, 0.0, nan, nan, nan, 0.4276848354020507, 0.48543561354949255, nan, 0.0, 0.5757492438823206, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7672368733665954, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.07827788649706457, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5263987391646966, nan, nan, nan, nan, 0.29143741403026135, 0.7799831081081081, nan, nan, 0.0, nan, nan, 0.8861526039563988, 0.0, nan, 0.28315182575272263, nan, nan, nan, 0.04126984126984127, nan] | [0.9353112557217043, 0.01934984520123839, 0.9908359402767148, 0.9395294504771307, 0.9827960159194761, 0.9287732608703009, 0.9832471196802257, 0.9752334467389843, 0.8750167627732333, 0.9393557941503147, 0.8531332810808794, nan, 0.9428989431391388, 0.9997945466819289, 0.37569686506932914, 0.8327468433036639, 0.9769044411829751, 0.9127936376591734, nan, 0.7079360196862504, 0.5458015267175572, nan, 0.7010282554221031, 0.834596855510326, 0.7103374871439164, 0.9777372666003756, nan, 0.7910126344696783, 0.15868187081705953, nan, 0.9565747991457337, nan, 0.614172760240176, nan, nan, nan, 0.7552524880206414, 0.9510083713850838, nan, 0.5663756104780228, nan, 0.921051116739581, 0.49255257009345793, nan, 0.1033120776625107, 0.9709337087970374, nan, 0.8433091357348308, nan, 0.1404244503748888, 0.9218192285549799, 0.573194277394442, nan, nan, nan, 0.0, nan, 0.19538361508452537, nan, nan, 0.7708150263620387, nan, nan, nan, 0.9295504034840528, nan, 0.0, 0.0, nan, 0.7826205915346521, 0.9329113157257087, nan, nan, 0.9111238532110092, nan, nan, nan, nan, nan, nan, nan, 0.4514383366562233, 0.5821084242136874, nan, 0.0, 0.7446657183499289, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8297916077806614, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07885657959586002, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5263987391646966, nan, nan, nan, nan, 0.3339243498817967, 0.7896536981616076, nan, nan, 0.0, nan, nan, 0.8861526039563988, 0.0, nan, 0.3010899182561308, nan, nan, nan, 0.04126984126984127, nan] |
| 0.1149 | 18.0 | 612 | 0.7003 | 0.4666 | 0.6089 | 0.8711 | [0.7649937002133195, 0.0, 0.9804591883831005, 0.7797768118706654, 0.8290902679830747, 0.9236657542234245, 0.9847614361586663, 0.8446797285092151, 0.7798902777549646, 0.9496070741132032, 0.7392591942613331, nan, 0.7798326236444794, 0.9217819638410739, 0.5097073992748813, 0.5841059066434557, 0.9664129797613489, 0.8204033504106693, 0.0, 0.6119078231628919, 0.5229007633587787, nan, 0.5711148136928204, 0.7940264863341786, 0.5488519811618321, 0.9473780024201407, 0.0, 0.794022026064485, 0.13999648691375374, nan, 0.8481908043892264, 0.0, 0.3344751536765051, nan, 0.0, nan, 0.5528437327443402, 0.9099115781676774, nan, 0.4518115084063462, nan, 0.35646600699385556, 0.5270060640248202, 0.0, 0.0667015308548065, 0.9439592568141092, nan, 0.7478440422689178, nan, 0.15592832634388104, 0.8830481418209315, 0.5901448386849567, nan, nan, nan, 0.005360493165371214, nan, 0.18710251844314424, nan, nan, 0.6726713532513181, nan, nan, nan, 0.7841370976601121, 0.0, 0.0, 0.0, nan, 0.7496720567862791, 0.803275316862483, nan, nan, 0.8700977781564877, nan, nan, nan, 0.0, nan, nan, nan, 0.4304109589041096, 0.4211067832733152, nan, 0.0, 0.5740795287187039, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7753462665861135, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.033268101761252444, nan, 0.0, nan, nan, nan, nan, 0.03614457831325301, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5736800630417652, nan, nan, nan, nan, 0.3486458690435379, 0.7756653992395437, nan, nan, 0.0, nan, nan, 0.888817325497142, 0.1004566210045662, nan, 0.4602000869943454, nan, nan, nan, 0.044444444444444446, nan] | [0.9183129478985892, 0.0, 0.9862859301904856, 0.9415695952615992, 0.990250373770768, 0.9648874645947473, 1.0, 0.9767845878618037, 0.9096055479990038, 0.9717141799333581, 0.8385150350215852, nan, 0.9527688007686261, 0.999618443837868, 0.5487833038276723, 0.7466363071827778, 0.9777890588873922, 0.9275502229577529, nan, 0.7136650261458013, 0.5229007633587787, nan, 0.6516028687462196, 0.8419165701908354, 0.6034825037671315, 0.9774500055242514, nan, 0.8468255771453409, 0.14078232026849327, nan, 0.9511847859249466, nan, 0.42375601926163725, nan, nan, nan, 0.7380759307040177, 0.9348839421613394, nan, 0.5647476690839129, nan, 0.9300598664517614, 0.5457067757009346, nan, 0.0667650138003236, 0.9652246031592956, nan, 0.8433091357348308, nan, 0.15592832634388104, 0.9076280944156592, 0.609356206874723, nan, nan, nan, 0.005360493165371214, nan, 0.23910923276983095, nan, nan, 0.6726713532513181, nan, nan, nan, 0.9143076726015115, nan, 0.0, 0.0, nan, 0.8365481955730663, 0.9463593409256118, nan, nan, 0.900780698659139, nan, nan, nan, nan, nan, nan, nan, 0.4474508686983765, 0.4528212422949265, nan, 0.0, 0.6931009957325747, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8903820952283064, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03351404632824051, nan, 0.0, nan, nan, nan, nan, 0.037520391517128875, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5736800630417652, nan, nan, nan, nan, 0.40070921985815605, 0.7849508336896109, nan, nan, 0.0, nan, nan, 0.8914008881711748, 0.1004566210045662, nan, 0.514791747761775, nan, nan, nan, 0.044444444444444446, nan] |
| 0.1619 | 19.0 | 646 | 0.7110 | 0.4526 | 0.6078 | 0.8688 | [0.7502914626652126, 0.006176016469377252, 0.9817055910538051, 0.7781689187359527, 0.8438292590793804, 0.9180208975991389, 0.9725936311993177, 0.8376402145582963, 0.773959699936085, 0.9210549284301175, 0.7323825776927508, 0.0, 0.7850108291447019, 0.8563527578058223, 0.4863952557815033, 0.5391562864561773, 0.9670882936507936, 0.8232789361077317, 0.0, 0.6159705892094194, 0.5381679389312977, nan, 0.612763368068761, 0.7460154786726508, 0.5936552922558156, 0.952487813258316, 0.0, 0.743361333471296, 0.13769817398560147, nan, 0.7485714285714286, 0.0, 0.35492553382379327, 0.0, 0.0, nan, 0.5630828304991772, 0.9115592765622832, nan, 0.45366773942958605, nan, 0.3967455186600059, 0.5900938189845475, 0.0, 0.0829806457748823, 0.9384137736381597, nan, 0.7538783550849545, nan, 0.1563095691955776, 0.8421727019498607, 0.6204472939618325, nan, nan, nan, 0.006432591798445457, nan, 0.07350045937787111, nan, nan, 0.8975724956063269, nan, nan, nan, 0.769863880974992, 0.0, 0.01966041108132261, 0.0, nan, 0.7433157737799424, 0.8071940570832791, nan, nan, 0.8709464354199514, nan, nan, nan, nan, nan, nan, nan, 0.4297089511257551, 0.465437464946719, nan, 0.0, 0.5678020565552699, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.7945740146544705, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.003030479631680168, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5476753349093775, nan, nan, nan, nan, 0.34972963544392116, 0.7445813854653633, nan, nan, 0.0, nan, nan, 0.8781590633831248, 0.2602739726027397, nan, 0.24399027640226884, nan, nan, nan, 0.048072562358276644, nan] | [0.9283911341245689, 0.009287925696594427, 0.9883255898843125, 0.9456071076011846, 0.9878287603445008, 0.9466543939737468, 0.9887873265929932, 0.9737546922018965, 0.8815302975152781, 0.9376823398741206, 0.8382413316911134, nan, 0.9438051358197223, 0.9997945466819289, 0.5212825616045215, 0.7414096460360173, 0.9799402883049518, 0.9021514273893256, nan, 0.7150876653337435, 0.5381679389312977, nan, 0.6961029983582476, 0.7883631474773126, 0.6863833145973355, 0.9801016462269363, nan, 0.7806501960861791, 0.13927106435594983, nan, 0.9592189565747992, nan, 0.4703644254206052, nan, nan, nan, 0.7567268706229267, 0.937357305936073, nan, 0.6050022199200829, nan, 0.9326214598204007, 0.6245619158878505, nan, 0.0830398781764538, 0.9619071498833105, nan, 0.8386522394192576, nan, 0.1563095691955776, 0.870293609671848, 0.6524181806672152, nan, nan, nan, 0.006432591798445457, nan, 0.09102730819245773, nan, nan, 0.8975724956063269, nan, nan, nan, 0.9345459203279108, nan, 0.030428769017980636, 0.0, nan, 0.8184628854414622, 0.9379694693481948, nan, nan, 0.9014864149611856, nan, nan, nan, nan, nan, nan, nan, 0.4457419538592993, 0.524656235182551, nan, 0.0, 0.6283783783783784, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8526607909139965, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.003141804120596943, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5476753349093775, nan, nan, nan, nan, 0.3949960598896769, 0.7490380504489098, nan, nan, 0.0, nan, nan, 0.8781590633831248, 0.2602739726027397, nan, 0.26372129233164654, nan, nan, nan, 0.048072562358276644, nan] |
| 0.1299 | 20.0 | 680 | 0.7346 | 0.4698 | 0.5958 | 0.8686 | [0.7433193398186526, 0.0022290331568682086, 0.9808674845613389, 0.7774449043274753, 0.8421430623384085, 0.9101651269942019, 0.9797813497393238, 0.8225076911009822, 0.7797474250815175, 0.9449620927136987, 0.7188830400771764, 0.0, 0.804603645492969, 0.9037420382165605, 0.4528757260901579, 0.5926971170545329, 0.9661573625499987, 0.819072677550344, 0.0, 0.6185295310177051, 0.4599236641221374, nan, 0.6699139964989725, 0.7215563538073052, 0.6328745641004477, 0.9624720205273789, 0.0, 0.7634458255977231, 0.12576362781954886, nan, 0.684488115020591, 0.0, 0.352025624830822, 0.0, nan, nan, 0.5783926218708827, 0.9150606046533228, nan, 0.450229709035222, nan, 0.40736019579599486, 0.6327891156462585, 0.0, 0.06229180546302465, 0.9403823891855558, nan, 0.7500642508352608, nan, 0.02681408056932266, 0.8392347150977402, 0.6780995475113122, nan, nan, nan, 0.0, nan, 0.014408460013218771, nan, nan, 0.6195628295254832, nan, nan, nan, 0.8047624421622842, 0.0, 0.0, 0.0, nan, 0.7740565287111503, 0.8052154311183974, nan, nan, 0.8686982613691984, nan, nan, nan, nan, nan, nan, nan, 0.4290021929824561, 0.47547637064043474, nan, 0.0, 0.3747016706443914, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7819724284199364, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5910165484633569, nan, nan, nan, nan, 0.3748482220294883, 0.7728813559322034, nan, nan, 0.0, nan, nan, 0.9552756922580125, 0.0228310502283105, nan, 0.28071979434447303, nan, nan, nan, 0.03764172335600907, nan] | [0.9286207510470033, 0.006191950464396285, 0.9896960362720015, 0.9444356696281672, 0.9876813577881194, 0.9365361903440528, 0.9969874206442512, 0.9759469716554812, 0.8658499204965613, 0.9672269529803776, 0.8529217830527874, nan, 0.934251899729234, 0.9994716914678172, 0.4869423704958051, 0.7064272407369074, 0.977321618850399, 0.9087252333011538, nan, 0.703860350661335, 0.4599236641221374, nan, 0.7605633802816901, 0.7576651603988498, 0.7335980291324834, 0.9739034360844105, nan, 0.8002489356027304, 0.12606229514631706, nan, 0.9634902878063664, nan, 0.463884430176565, nan, nan, nan, 0.7443420567637302, 0.9372146118721462, nan, 0.5656356371170638, nan, 0.9197847110292424, 0.6791764018691588, nan, 0.06229180546302465, 0.9714158967731981, nan, 0.7994795233529653, nan, 0.02681408056932266, 0.8712435233160621, 0.7114958536430968, nan, nan, nan, 0.0, nan, 0.017717815344603382, nan, nan, 0.6195628295254832, nan, nan, nan, 0.9134110413731267, nan, 0.0, 0.0, nan, 0.8650715477851652, 0.952083838139084, nan, nan, 0.9002514114326041, nan, nan, nan, nan, nan, nan, nan, 0.4457419538592993, 0.5462304409672831, nan, 0.0, 0.39082503556187764, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8526607909139965, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5910165484633569, nan, nan, nan, nan, 0.42572892040977145, 0.7798204360837965, nan, nan, 0.0, nan, nan, 0.9554299555914413, 0.0228310502283105, nan, 0.3188010899182561, nan, nan, nan, 0.03764172335600907, nan] |
| 0.1041 | 21.0 | 714 | 0.7612 | 0.4432 | 0.5905 | 0.8566 | [0.743556971265512, 0.0, 0.9815284662307846, 0.7793216952705359, 0.8425021545532893, 0.9177375177375178, 0.9661810014685134, 0.8361728965321206, 0.7488891279343985, 0.9264737904103822, 0.7237374116536717, 0.0, 0.7631181151614136, 0.8803712704896841, 0.42523534612784103, 0.5706069020230068, 0.9678573205313169, 0.8200227296208286, 0.0, 0.6060626226998969, 0.5477099236641222, nan, 0.575282788138184, 0.7323090085914941, 0.4620821028427151, 0.9524045826231418, 0.0, 0.7539072050553873, 0.12525867791183476, nan, 0.73469070562636, 0.0, 0.3617303822937626, 0.0, nan, nan, 0.5739771512184141, 0.9073240873880978, nan, 0.4459731543624161, nan, 0.3093707475012904, 0.32623285672599944, 0.0, 0.05062809288161401, 0.9449278097574785, nan, 0.73989498107217, nan, 0.07269030372347185, 0.865655590790018, 0.5058867618125605, 0.0, nan, nan, 0.08603591530420798, nan, 0.027852306119841574, nan, nan, 0.2561511423550088, nan, nan, nan, 0.7873631732957624, 0.0, 0.0, 0.0, nan, 0.7320761385438755, 0.8201285353732469, nan, nan, 0.865448186141739, nan, nan, nan, 0.0, nan, nan, nan, 0.42932518744793113, 0.47646618077787617, nan, 0.0, 0.5758829144129812, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7915616540651544, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.051577152600170505, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5421591804570528, nan, nan, nan, nan, 0.41137181024147973, 0.75497249259416, nan, nan, 0.0, nan, nan, 0.9092667203867848, 0.3242009132420091, nan, 0.3166240859836138, nan, nan, nan, 0.03911111111111111, nan] | [0.9321665022187983, 0.0, 0.9897312580249562, 0.9395557749259625, 0.9881025079492093, 0.9411012260284867, 0.9862009169997649, 0.973423782095695, 0.8669131592559245, 0.9451610514624214, 0.8395476430410929, nan, 0.9590466416280898, 0.9994129905197969, 0.44951233190020123, 0.7444110950113848, 0.9778493737308752, 0.9121730336045603, nan, 0.7003229775453707, 0.5477099236641222, nan, 0.6503931564849218, 0.767150913097061, 0.49026525389270253, 0.9754281294884544, nan, 0.7919708389722516, 0.12592490824517674, nan, 0.961456320553239, nan, 0.5343915343915344, nan, nan, nan, 0.7518614080353851, 0.9304128614916286, nan, 0.590054758028711, nan, 0.9487969145751785, 0.32651869158878505, nan, 0.05063291139240506, 0.9656682160973634, nan, 0.8298863169428845, nan, 0.07269030372347185, 0.9036557282671273, 0.5127239349243528, nan, nan, nan, 0.08603591530420798, nan, 0.035435630689206764, nan, nan, 0.2561511423550088, nan, nan, nan, 0.930575124887921, nan, 0.0, 0.0, nan, 0.7934280007660949, 0.9546886358129392, nan, nan, 0.8949364855328158, nan, nan, nan, nan, nan, nan, nan, 0.4403303902022216, 0.5527896317370001, nan, 0.0, 0.6436699857752489, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8715985302053088, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05963528831936915, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5421591804570528, nan, nan, nan, nan, 0.4732072498029945, 0.7627191107310817, nan, nan, 0.0, nan, nan, 0.9111021396851029, 0.3242009132420091, nan, 0.3497469832619696, nan, nan, nan, 0.039909297052154194, nan] |
| 0.1378 | 22.0 | 748 | 0.7469 | 0.4606 | 0.5970 | 0.8654 | [0.7455077598695883, 0.0, 0.9802252720769172, 0.7766371623873269, 0.8351585834162992, 0.9169163217234203, 0.9659893356391411, 0.8198324870893546, 0.7514931208304912, 0.9482454363988776, 0.7287827416922468, 0.0, 0.7795463625060037, 0.9140478109051839, 0.44125288534194534, 0.5270738448363113, 0.9672394123420134, 0.8218442808374121, 0.0, 0.6094238347601576, 0.5687022900763359, nan, 0.5706472196900638, 0.7598113343414704, 0.6269951523747535, 0.952080173347779, 0.0, 0.7404090751222626, 0.1263544249428945, nan, 0.7748104187273327, 0.0, 0.3638716807724748, 0.0, nan, nan, 0.5579706095993742, 0.9181006418007627, nan, 0.4226278199750595, nan, 0.46645571500727934, 0.5425320809630904, 0.0, 0.040163700390216044, 0.9436133486766398, nan, 0.7250232342007435, nan, 0.050832380226204094, 0.8517235691901699, 0.5622598526843344, 0.0, nan, nan, 0.03430715625837577, nan, 0.04336636211555785, nan, nan, 0.7755382249560633, nan, nan, nan, 0.792103231498842, 0.0, 0.0, 0.0, nan, 0.6572999470058294, 0.8317482555163402, nan, nan, 0.8746116382567806, nan, nan, nan, nan, nan, nan, nan, 0.4185983092446141, 0.4691392194851924, nan, 0.0, 0.523543990086741, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7715752936141885, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0037574120824282273, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.508274231678487, nan, nan, nan, nan, 0.2767559992993519, 0.7506382978723404, nan, nan, 0.0, nan, nan, 0.9215306369581012, 0.045662100456621, nan, 0.27359985910531875, nan, nan, nan, 0.015873015873015872, nan] | [0.929868669103712, 0.0, 0.9897824896656174, 0.9432576505429418, 0.9891974983680432, 0.9497507673253087, 0.9850399717846227, 0.9767742469209849, 0.8653709841184697, 0.9708404294705665, 0.8477214197738215, nan, 0.9480358546597956, 0.9987966305655837, 0.46874415842890604, 0.7006830883874974, 0.9758589838959368, 0.9185629568335402, nan, 0.6897493079052599, 0.5687022900763359, nan, 0.6490970362049598, 0.7881017290958658, 0.7718553421512114, 0.9709092917909623, nan, 0.7791881933399848, 0.12702400345429923, nan, 0.9559646089697956, nan, 0.7437726651209797, nan, nan, nan, 0.7361592333210468, 0.938974505327245, nan, 0.5517241379310345, nan, 0.9037243840663136, 0.5988609813084113, nan, 0.040163700390216044, 0.9647617027021814, nan, 0.8548144089850706, nan, 0.050832380226204094, 0.8918825561312608, 0.5859023865290878, nan, nan, nan, 0.03430715625837577, nan, 0.05477893368010403, nan, nan, 0.7755382249560633, nan, nan, nan, 0.9199436403227872, nan, 0.0, 0.0, nan, 0.6787189799994527, 0.9350617882238914, nan, nan, 0.9188205716302047, nan, nan, nan, nan, nan, nan, nan, 0.4371973796639134, 0.5357989568515884, nan, 0.0, 0.60099573257468, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8339286173137703, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0038668358407346988, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.508274231678487, nan, nan, nan, nan, 0.3112687155240347, 0.7541684480547243, nan, nan, 0.0, nan, nan, 0.9216794509487283, 0.045662100456621, nan, 0.3023550019462826, nan, nan, nan, 0.015873015873015872, nan] |
| 0.0858 | 23.0 | 782 | 0.7710 | 0.4492 | 0.5954 | 0.8602 | [0.7382230125902471, 0.0, 0.9799732087306525, 0.7749195708288651, 0.8279420310271355, 0.9024339628235155, 0.9752839683680805, 0.837895751861574, 0.7597399905481258, 0.9293462539774371, 0.7583847220499871, 0.0, 0.7800024318080493, 0.8827396263673448, 0.43533511393038976, 0.5542159149306242, 0.9670416203581415, 0.8184003679237395, 0.0, 0.6200159225104491, 0.5629770992366412, nan, 0.5545524100994644, 0.7605244507441531, 0.4933948183296576, 0.9501184052595725, 0.0, 0.7476223723440389, 0.12470141363511768, nan, 0.7612740716665313, 0.0, 0.3480654415755602, 0.0, nan, nan, 0.5799055584001821, 0.9082624261868228, nan, 0.45143095884687695, nan, 0.3206693936807824, 0.3964661214953271, 0.0, 0.06702183323027161, 0.943370922347519, nan, 0.7597953581232842, nan, 0.497140678612276, 0.8109222484012117, 0.5970483614621963, 0.0, nan, nan, 0.0, nan, 0.0679391350774159, nan, nan, 0.6638840070298769, nan, nan, nan, 0.7981132075471699, 0.0, 0.0, 0.0, nan, 0.7156696383345152, 0.8143503555268261, 0.0, nan, 0.8681370049294578, nan, nan, nan, 0.0, nan, nan, nan, 0.4109812449035064, 0.4618987695749441, nan, 0.0, 0.42898089171974524, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7903042903042903, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5106382978723404, nan, nan, nan, nan, 0.3979716733694702, 0.7420314492137696, nan, nan, 0.0, nan, nan, 0.9174467398321497, 0.1004566210045662, nan, 0.2267638173094011, nan, nan, nan, 0.047165532879818596, nan] | [0.9345408743080295, 0.0, 0.9885113045817097, 0.9463606449489964, 0.990081913706332, 0.9270846375889573, 0.9968110745356219, 0.9704559320807007, 0.8777275426732313, 0.9515734912995187, 0.8369225792806578, nan, 0.9455247183160101, 0.9971530040210149, 0.45881486205645294, 0.7255226661146761, 0.9752608616980639, 0.8998528938537214, nan, 0.71866348815749, 0.5629770992366412, nan, 0.626285319277629, 0.8015087575157784, 0.5297423999617308, 0.970787758258756, nan, 0.7827542946330669, 0.12500245333752036, nan, 0.9528119597274484, nan, 0.5337375899173652, nan, nan, nan, 0.7514190932546996, 0.9291286149162862, nan, 0.6396329732129643, nan, 0.940881878885563, 0.3964661214953271, nan, 0.06705053773674693, 0.9632765637356067, nan, 0.8339953431036844, nan, 0.497140678612276, 0.8322107081174439, 0.6242324491992151, nan, nan, nan, 0.0, nan, 0.0827373211963589, nan, nan, 0.6638840070298769, nan, nan, nan, 0.9210964519021391, nan, 0.0, 0.0, nan, 0.7731401679936524, 0.9539314271868186, nan, nan, 0.9010673959068455, nan, nan, nan, nan, nan, nan, nan, 0.43064653944745085, 0.5221273905484431, nan, 0.0, 0.4790184921763869, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8595729372767685, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5106382978723404, nan, nan, nan, nan, 0.44838455476753347, 0.7464728516460025, nan, nan, 0.0, nan, nan, 0.9179652805813484, 0.1004566210045662, nan, 0.24834565978980147, nan, nan, nan, 0.047165532879818596, nan] |
| 0.1281 | 24.0 | 816 | 0.7636 | 0.4560 | 0.5876 | 0.8590 | [0.736006590725455, 0.0, 0.9824095017241543, 0.7776322823463343, 0.8493891702517744, 0.9167592830999182, 0.9763234405135438, 0.8137719758706446, 0.7685590627060475, 0.9416841681291176, 0.7451836176872547, 0.0, 0.795322635711847, 0.8887033655100444, 0.3708203541379917, 0.5370214808592344, 0.969558888046903, 0.81860101280415, 0.0, 0.6202671834983041, 0.5534351145038168, nan, 0.6023489932885906, 0.7392798339179611, 0.5715055675926225, 0.94653469602691, 0.0, 0.6935578303240916, 0.12007042253521127, nan, 0.7523379554982264, 0.0, 0.3269350672485971, 0.0, nan, nan, 0.5678964757709251, 0.912948401805239, nan, 0.4377890841813136, nan, 0.35802686052513094, 0.518936108701937, 0.0, 0.05792900251865228, 0.9395540906593927, nan, 0.7598454636091725, nan, 0.21540221120853983, 0.8377096114519428, 0.6469666068004019, nan, nan, nan, 0.0010720986330742428, nan, 0.009574875526618154, nan, nan, 0.007414323374340949, nan, nan, nan, 0.7966459351399378, 0.0, 0.0, 0.0, nan, 0.7526152630083861, 0.810012836970475, nan, nan, 0.8585877943869511, nan, nan, nan, nan, nan, nan, nan, 0.41876490856082693, 0.46010269220094363, nan, 0.0, 0.3898880217170003, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7617605002302417, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5673758865248227, nan, nan, nan, nan, 0.35478806907378335, 0.7362171331636981, nan, nan, 0.0, nan, nan, 0.9585048841527408, 0.2328767123287671, nan, 0.5274744027303754, nan, nan, nan, 0.036734693877551024, nan] | [0.927572499879368, 0.0, 0.99159480895401, 0.9477492596248765, 0.9853229168860157, 0.9518590084160443, 0.9968404655537267, 0.9779014094702336, 0.8708883311940842, 0.9694779711218068, 0.8411649809029722, nan, 0.9410374268495065, 0.9997945466819289, 0.39400503612152665, 0.6947319395570275, 0.9774925109069342, 0.9140348457683998, nan, 0.6890956628729622, 0.5534351145038168, nan, 0.6824505314093148, 0.7713336072002092, 0.6340500849099476, 0.9731079438736051, nan, 0.725518862798945, 0.12046868559989009, nan, 0.949049120309163, nan, 0.43641876226145887, nan, nan, nan, 0.7602653888684113, 0.933314307458143, nan, 0.560307828918159, nan, 0.9383778494128483, 0.5242406542056075, nan, 0.058008946416674596, 0.9566609447026829, nan, 0.835091083413231, nan, 0.21540221120853983, 0.8843696027633852, 0.6727068430714692, nan, nan, nan, 0.0010720986330742428, nan, 0.01219115734720416, nan, nan, 0.007414323374340949, nan, nan, nan, 0.9187908287434354, nan, 0.0, 0.0, nan, 0.8336342991600317, 0.955597286164284, nan, nan, 0.8892245942131263, nan, nan, nan, nan, nan, nan, nan, 0.45001424095699233, 0.524024024024024, nan, 0.0, 0.4086059743954481, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8076419045661279, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5673758865248227, nan, nan, nan, nan, 0.40070921985815605, 0.7421975203078238, nan, nan, 0.0, nan, nan, 0.9586596689543803, 0.2328767123287671, nan, 0.6015959517321915, nan, nan, nan, 0.036734693877551024, nan] |
| 0.1515 | 25.0 | 850 | 0.7469 | 0.4503 | 0.5924 | 0.8617 | [0.7449854552156875, 0.0, 0.9819701121034234, 0.7789779037940416, 0.8437736120605908, 0.9080579331114281, 0.9747816814133787, 0.8323397585481187, 0.760793988096692, 0.9511054483327783, 0.7414298207258417, 0.0, 0.7679735545327865, 0.9234155886509403, 0.45207941825312525, 0.5397520058351568, 0.9692667745549608, 0.817640241546876, 0.0, 0.6087474253347065, 0.5648854961832062, nan, 0.43554702495201536, 0.765387477410439, 0.6366297685481658, 0.9643005988286648, 0.0, 0.7282714054927302, 0.14066700432461915, nan, 0.7940878378378379, 0.0, 0.37075762189963796, nan, nan, nan, 0.5801654805300006, 0.9169929157345265, nan, 0.4601457275336719, nan, 0.42847849950534633, 0.5629036787419264, 0.0, 0.04544589321404778, 0.9452179005232635, nan, 0.7636341253231564, nan, 0.12581014105985514, 0.8289520184857958, 0.5357269818698898, 0.0, nan, nan, 0.06861431251675154, nan, 0.04535412605588044, nan, nan, 0.0, nan, nan, nan, 0.7799550273048507, 0.0, 0.028584392014519056, 0.0, nan, 0.6941390750016262, 0.8423546418246065, nan, nan, 0.8743666391061926, nan, nan, nan, 0.0, nan, nan, nan, 0.42462787550744246, 0.45536833310123936, nan, 0.0, 0.5414218566392479, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7625202306868176, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.013422432167751599, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5342789598108747, nan, nan, nan, nan, 0.3766550522648084, 0.7676383607942543, nan, nan, 0.0, nan, nan, 0.9243622860833064, 0.0136986301369863, nan, 0.3965228135204307, nan, nan, nan, 0.034013605442176874, nan] | [0.9280966254631856, 0.0, 0.9903652495781394, 0.9392925304376439, 0.9876392427720103, 0.9305667886039924, 0.9940630143428169, 0.9774567490150254, 0.8950650395601448, 0.9728248796741947, 0.8438273678448351, nan, 0.9537077474015198, 0.9972704059170555, 0.48672245252520807, 0.7658869799213414, 0.9783721023743943, 0.9243322760079069, nan, 0.7272762227007075, 0.5648854961832062, nan, 0.490192689881621, 0.8066624341785861, 0.7490133703269631, 0.9714175229256435, nan, 0.7570408274145272, 0.14172440187631252, nan, 0.9561680056951083, nan, 0.6513881457701682, nan, nan, nan, 0.7391817176557317, 0.9358352359208524, nan, 0.6168417936954269, nan, 0.9099988487220815, 0.5854264018691588, nan, 0.04544589321404778, 0.9650895905259707, nan, 0.849609642514724, nan, 0.12581014105985514, 0.8777489925158319, 0.5485376970310819, nan, nan, nan, 0.06861431251675154, nan, 0.0567295188556567, nan, nan, 0.0, nan, nan, nan, 0.9330088382221083, nan, 0.043568464730290454, 0.0, nan, 0.7299105310678815, 0.9530833535255634, nan, nan, 0.9095580451658434, nan, nan, nan, nan, nan, nan, nan, 0.44688123041868416, 0.51683262209578, nan, 0.0, 0.6554054054054054, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8595472415653828, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.014077699232674762, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5342789598108747, nan, nan, nan, nan, 0.42592592592592593, 0.7768277041470714, nan, nan, 0.0, nan, nan, 0.9245861929753735, 0.0136986301369863, nan, 0.4372323861424679, nan, nan, nan, 0.034013605442176874, nan] |
| 0.0998 | 26.0 | 884 | 0.7676 | 0.4382 | 0.5857 | 0.8597 | [0.7352979256823826, 0.0, 0.9815488540716757, 0.7765001446802297, 0.8438254042568517, 0.9130346212103788, 0.9775455342639047, 0.8167493207986546, 0.719870781148255, 0.9420199591547052, 0.7562529389372803, 0.0, 0.7694747257018675, 0.9020766011548446, 0.408676559345668, 0.5902902645774467, 0.9700149925037481, 0.8159289500071623, 0.0, 0.6200439771868343, 0.5591603053435115, nan, 0.5858547074182153, 0.7423766735231496, 0.5821250880826803, 0.9569582375645085, 0.0, 0.7526042646008048, 0.12802050519477978, nan, 0.7618499958925491, 0.0, 0.34899951411281416, 0.0, nan, nan, 0.5514864282636794, 0.9103255813953488, nan, 0.4464439787994577, nan, 0.3713283092676753, 0.3838516571762301, 0.0, 0.09392527806825744, 0.9460177663047604, nan, 0.7416646385981991, nan, 0.35557249968229765, 0.8261828278978602, 0.550158978848901, 0.0, nan, nan, 0.0, nan, 0.0021811649987169618, nan, nan, 0.2202328646748682, nan, nan, nan, 0.8082098061573546, 0.0, 0.027485112230874943, 0.0, nan, 0.7382311162060458, 0.7996335225103708, 0.0, nan, 0.8653521007692958, nan, nan, nan, nan, nan, nan, nan, 0.41091492776886035, 0.4723423481572323, nan, 0.0, 0.41776426882809864, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.7762188620723078, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.524822695035461, nan, nan, nan, nan, 0.26424327158336247, 0.7597292724196277, nan, nan, 0.0, nan, nan, 0.9595478401291886, 0.2511415525114155, nan, 0.25924913431747765, nan, nan, nan, 0.047058823529411764, nan] | [0.9354992753755818, 0.0, 0.9891420941573515, 0.9448338269167489, 0.986775884941776, 0.9403601268328668, 0.9993093110745356, 0.9792664136583147, 0.8153796049732753, 0.9631691965938541, 0.8403563119720325, nan, 0.9509891693597694, 0.9995890933638578, 0.4318419229627349, 0.7135168702132064, 0.9788445686483443, 0.9164712913161404, nan, 0.6939018763457397, 0.5591603053435115, nan, 0.6592067743886633, 0.7682712775889756, 0.6520486019756512, 0.9752071594298972, nan, 0.7907656745463346, 0.12841749916586526, nan, 0.943150615275094, nan, 0.469710480946436, nan, nan, nan, 0.75488389237007, 0.9309360730593608, nan, 0.5360367026787035, nan, 0.928908588533272, 0.38390771028037385, nan, 0.09403254972875226, 0.9612899492738249, nan, 0.8348171483358444, nan, 0.35557249968229765, 0.8736039147956246, 0.5668323099322656, nan, nan, nan, 0.0, nan, 0.0027633289986996098, nan, nan, 0.2202328646748682, nan, nan, nan, 0.9079031638273345, nan, 0.04149377593360996, 0.0, nan, 0.8105009712988044, 0.9516598013084565, nan, nan, 0.9029860621030346, nan, nan, nan, nan, nan, nan, nan, 0.4374821988037596, 0.5783151572625257, nan, 0.0, 0.439900426742532, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.8231107228203612, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.524822695035461, nan, nan, nan, nan, 0.2978723404255319, 0.7678495083368961, nan, nan, 0.0, nan, nan, 0.9595478401291886, 0.2511415525114155, nan, 0.27685869988322304, nan, nan, nan, 0.047165532879818596, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- upernet
- License
- mit
- Created
- Oct 17, 2023
- Updated
- Oct 17, 2023