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segformer-b0-scene-parse-150
GhaithIA/segformer-b0-scene-parse-150
segformer-b0-scene-parse-150 is a machine learning model from GhaithIA. 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
- Sep 20, 2023
- Updated
- Sep 20, 2023
- SHA
- fb5d4171
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
segformer-b0-scene-parse-150
This model is a fine-tuned version of nvidia/mit-b0 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 2.1758
- Mean Iou: 0.0921
- Mean Accuracy: 0.1570
- Overall Accuracy: 0.4991
- Per Category Iou: [0.41162018857503013, nan, nan, 0.6834138471273037, nan, 0.5660888434390043, nan, nan, 0.3905015281802778, nan, 0.20573930793046236, nan, 0.0, nan, 0.3206614178197826, nan, nan, 0.0, 0.02538924181085966, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07803424888522502, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3195535744469181, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.06786386597868335, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.048377340151072555, nan, nan, nan, nan, nan, nan, 0.1889049414760762, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008826806067357957, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan]
- Per Category Accuracy: [0.5880858834057751, nan, nan, 0.8478921464967599, nan, 0.6622915037409686, nan, nan, 0.5198372544059364, nan, 0.28620150857795507, nan, 0.0, nan, 0.5618023496890118, nan, nan, 0.0, 0.05582151986985824, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6001152682387974, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6449597442345556, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.07278563750980449, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10115019566298403, nan, nan, nan, nan, nan, nan, 0.69300215594682, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.018489075802646426, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|---|---|---|---|---|---|---|---|---|
| 4.6151 | 1.0 | 20 | 4.8677 | 0.0104 | 0.0604 | 0.1408 | [0.17027168426258588, nan, 0.0, 0.27755221448471773, nan, 0.05448688197876, nan, 0.0, 0.023375761992241534, nan, 0.019909329254970506, 0.0, 0.0, 0.0, 0.0001365023724112325, nan, nan, 0.0, 0.015212968432106058, 0.00021881483402489627, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.12024177115497606, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.03168443628396414, 0.0, 0.0, 0.0, 0.0, 0.0003295892000210937, 0.0, nan, 0.0, nan, 0.0364623653535644, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.000771122781360101, nan, nan, nan, 0.0, 0.0, nan, 0.17151345683327507, 0.0, 0.0, 0.0, nan, 0.04636148137559709, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0053908948885515, 0.08277320444075222, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan] | [0.2319163712632688, nan, nan, 0.2940682311295476, nan, 0.058238885062972, nan, nan, 0.03764370239199483, nan, 0.02312835603074263, nan, 0.0, nan, 0.00013821700069108501, nan, nan, 0.0, 0.02693469672321636, 0.0009846108963605864, nan, nan, nan, nan, 0.0, nan, nan, 0.9239229623937371, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04003158079419849, nan, nan, nan, 0.0, 0.0029161320424588824, 0.0, nan, nan, nan, 0.04788949249048601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.001253972715283333, nan, nan, nan, nan, nan, nan, 0.220400646784046, 0.0, 0.0, nan, nan, 0.1583207907903836, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.018848086983280336, 0.08717092181659111, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 4.284 | 2.0 | 40 | 4.3923 | 0.0254 | 0.0906 | 0.3149 | [0.3184123550360134, nan, 0.0, 0.4307149320858523, nan, 0.1314056166763173, nan, nan, 0.037393746648473294, nan, 0.1285987741448984, nan, 0.0, 0.0, 0.033212403904292996, nan, nan, 0.0, 0.05854402613355651, 0.00044776119402985075, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.047829095312229716, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.07703761248138798, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.07446849067873074, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.01401516318920085, nan, nan, nan, 0.0, 0.0, nan, 0.19180411843048867, 0.0, 0.0, 0.0, nan, 0.019722772277227723, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.009541284403669725, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan] | [0.5744131249573771, nan, nan, 0.5528940438980444, nan, 0.16952832280881958, nan, nan, 0.049491244343255476, nan, 0.21101055687307166, nan, 0.0, nan, 0.03826399447131997, nan, nan, 0.0, 0.2015802928189635, 0.0007658084749471227, nan, nan, nan, nan, 0.0, nan, nan, 0.7436722539743528, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09279295085482582, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.08511750864247741, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.019663589388796403, nan, nan, nan, nan, nan, nan, 0.42045454545454547, 0.0, 0.0, nan, nan, 0.08103160720823334, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.019335316442712074, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 3.711 | 3.0 | 60 | 4.2270 | 0.0383 | 0.1038 | 0.3009 | [0.249433620089641, nan, nan, 0.46788635210118407, nan, 0.09850860152341026, nan, nan, 0.10942962177766752, nan, 0.1539391010149831, nan, 0.0, 0.0, 0.13911755661514427, nan, nan, 0.0, 0.002919679802003171, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.037892131386890834, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.19230239727052345, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0031469481754852736, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16641495327102804, 0.0, 0.0, nan, nan, 0.018944044904402737, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.004826897470039946, 0.0, nan, nan, 0.0, nan, 0.0, 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, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.37557636717146203, nan, nan, 0.6328919582050294, nan, 0.13110314801629452, nan, nan, 0.1704753070804171, nan, 0.4496625131861769, nan, 0.0, nan, 0.2176033172080166, nan, nan, 0.0, 0.0035091796421101557, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.899956774410451, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3131469676589274, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0031955378671237253, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49986525332375137, 0.0, 0.0, nan, nan, 0.030752959362160843, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008180326187301261, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 3.4504 | 4.0 | 80 | 3.9247 | 0.0547 | 0.1105 | 0.3841 | [0.3137979814549847, nan, nan, 0.5066106759266736, nan, 0.25900593118968096, nan, nan, 0.1435600297802091, nan, 0.22105247182143797, nan, 0.0, nan, 0.18116160181766544, nan, nan, 0.0, 1.8487705675725643e-05, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.029307694688302712, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17504850256501436, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.007133489933853094, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00296253546866734, nan, nan, nan, nan, nan, nan, 0.1615670226028511, 0.0, 0.0, nan, nan, 0.016052341283426527, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005611149036780499, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.4312945279739015, nan, nan, 0.9086321619656498, nan, 0.425863457565394, nan, nan, 0.18698878488911375, nan, 0.34656842138659094, nan, 0.0, nan, 0.3526579129232896, nan, nan, 0.0, 2.3239600278875203e-05, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.40934633302915324, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32627639043218903, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.007189960201028382, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0033295137612695393, nan, nan, nan, nan, nan, nan, 0.5355282069708948, 0.0, 0.0, nan, nan, 0.03433266891754465, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008641911990973434, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 3.2509 | 5.0 | 100 | 3.7527 | 0.0559 | 0.1067 | 0.3727 | [0.3160593417612721, nan, nan, 0.4981058286418981, nan, 0.20715121550514953, nan, nan, 0.1669007615779779, nan, 0.18184632800065792, nan, 0.0, nan, 0.21229666540778316, nan, nan, 0.0, 0.0010542438286953236, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.022360427182527447, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24265195862337635, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0006153670020178313, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0043765833078689784, nan, nan, nan, nan, nan, nan, 0.15517968779963948, 0.0, 0.0, nan, nan, 0.0011087219459750034, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0009503859730788626, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.49131326121175933, nan, nan, 0.6833019996581781, nan, 0.3120119524237508, nan, nan, 0.2413146133738089, nan, 0.2981464002728448, nan, 0.0, nan, 0.4319889426399447, nan, nan, 0.0, 0.0012316988147803858, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.36573651601748236, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46141099869388075, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0006245824013014554, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.004799688668843102, nan, nan, nan, nan, nan, nan, 0.5451850521020482, 0.0, 0.0, nan, nan, 0.0013423910832689257, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.001256539132218689, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 3.2116 | 6.0 | 120 | 3.6111 | 0.0637 | 0.1162 | 0.4160 | [0.34098758350362696, nan, nan, 0.5151821304579437, nan, 0.3520678204694888, nan, nan, 0.19754404122733252, nan, 0.19452453310475598, nan, 0.0, nan, 0.21872351506248297, nan, nan, 0.0, 0.001433184919072825, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.01684102240768548, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2520954606355202, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.001931483175764969, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.022284976451681825, nan, nan, nan, nan, nan, nan, 0.1692149276085871, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008681415738566596, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.47654517897479365, nan, nan, 0.8124353652425053, nan, 0.5896898672860761, nan, nan, 0.2575118756499986, nan, 0.2969963276992996, nan, 0.0, nan, 0.4922515549412578, nan, nan, 0.0, 0.0017429700209156402, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.19499543729888094, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5373608593095113, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.001931847892397525, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02593345296521307, nan, nan, nan, nan, nan, nan, 0.4871541501976285, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010334393271104728, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.9533 | 7.0 | 140 | 3.4759 | 0.0621 | 0.1189 | 0.4093 | [0.3327814075042001, nan, nan, 0.4985825460173441, nan, 0.3568714365911989, nan, nan, 0.18809348043726679, nan, 0.1912163618951158, nan, 0.0, nan, 0.22283685871739006, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.03442924994903006, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23634676051513528, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01931469600642533, nan, nan, nan, nan, nan, nan, 0.15367159010415302, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0025497086047308877, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.49622482112263033, nan, nan, 0.7596151896387406, nan, 0.6418358175854704, nan, nan, 0.2614048402057509, nan, 0.30247701837736657, nan, 0.0, nan, 0.41335729094678647, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.4379712789971663, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41697370216581864, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.021576978790564937, nan, nan, nan, nan, nan, nan, 0.5261857707509882, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.003051595035388245, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 3.2069 | 8.0 | 160 | 3.4829 | 0.0676 | 0.1382 | 0.4178 | [0.2960673341036303, nan, nan, 0.5486945133845577, nan, 0.37429434160430614, nan, nan, 0.23974509682608428, nan, 0.21269876589699263, nan, 0.0, nan, 0.2710326178806828, nan, nan, 0.0, 0.015599481034877509, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.042476284838810295, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24837841025237833, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0029612425606038613, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04004026395257801, nan, nan, nan, nan, nan, nan, 0.1402494675996349, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0011603567528212595, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.35733581625282357, nan, nan, 0.8677873404227584, nan, 0.7653869947357977, nan, nan, 0.35398572111195437, nan, 0.39424487821128024, nan, 0.0, nan, 0.5319806496199032, nan, nan, 0.0, 0.02375087148501046, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5559291100331396, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.49267988381386824, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.002963135113151091, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.046440230903941365, nan, nan, nan, nan, nan, nan, 0.5797700323392023, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0013078264437378193, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.9836 | 9.0 | 180 | 3.2659 | 0.0715 | 0.1310 | 0.4428 | [0.34168130363715116, nan, nan, 0.5757737613765834, nan, 0.37728839874159675, nan, nan, 0.2629206380081696, nan, 0.21312120973458298, nan, 0.0, nan, 0.24454471452204435, nan, nan, 0.0, 0.048684066834115976, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.018298874987555173, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2563233646795252, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009489093328704507, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.048404005711033676, nan, nan, nan, nan, nan, nan, 0.17856931103996204, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.43697852079793015, nan, nan, 0.8681030911708559, nan, 0.700605791789712, nan, nan, 0.3799294488011918, nan, 0.3434037389255943, nan, 0.0, nan, 0.6178521078092606, nan, nan, 0.0, 0.10360213804322566, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.13241438931847654, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5308302629783418, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009528512912878017, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05240741141115171, nan, nan, nan, nan, nan, nan, 0.541097736255839, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.6349 | 10.0 | 200 | 3.1667 | 0.0673 | 0.1261 | 0.4349 | [0.3680301695556545, nan, nan, 0.5892986826549569, nan, 0.3859711801833988, nan, nan, 0.17646170496589564, nan, 0.20241134958732754, nan, 0.0, nan, 0.20505161646240547, nan, nan, 0.0, 0.03167643380131259, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0385268227213516, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2515617525069321, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01329936305732484, nan, nan, nan, nan, nan, nan, 0.15925247967306627, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 2.193992847583317e-05, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5360921018386687, nan, nan, 0.8086086979192315, nan, 0.6809379851295041, nan, nan, 0.2463318998229193, nan, 0.3300946232124303, nan, 0.0, nan, 0.3719474775397374, nan, nan, 0.0, 0.052382059028584706, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.46875750444263004, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5279256096847769, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.014107193046937496, nan, nan, nan, nan, nan, nan, 0.5040873158462091, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 2.5643655759565083e-05, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.2089 | 11.0 | 220 | 3.0819 | 0.0692 | 0.1235 | 0.4363 | [0.3726538319631794, nan, nan, 0.5570477004500995, nan, 0.4013814059814249, nan, nan, 0.22044865372896935, nan, 0.18491632985889528, nan, 0.0, nan, 0.2690914177046993, nan, nan, 0.0, 0.03267609558977217, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.020050337942931477, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2363377227978847, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0011329634256165935, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03551018090984785, nan, nan, nan, nan, nan, nan, 0.1604586835674195, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5243316367644664, nan, nan, 0.7664950797922419, nan, 0.6691431372777888, nan, nan, 0.29997610815976616, nan, 0.3309512289913467, nan, 0.0, nan, 0.553100207325501, nan, nan, 0.0, 0.06539623518475482, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.23836511214639067, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41862097198666587, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0011329634256165935, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04057034138326163, nan, nan, nan, nan, nan, nan, 0.5367409270571326, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.6903 | 12.0 | 240 | 3.0897 | 0.0702 | 0.1283 | 0.4309 | [0.3632743110816901, nan, nan, 0.5933721697076281, nan, 0.4222249222014062, nan, nan, 0.19421376374530191, nan, 0.19568837976074735, nan, 0.0, nan, 0.26125715968168894, nan, nan, 0.0, 0.013281682346430549, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.021969746242242297, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2458104300072638, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.013394010738177956, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05343560242889102, nan, nan, nan, nan, nan, nan, 0.15066001061214765, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.470482624434767, nan, nan, 0.8444710305930611, nan, 0.6287220010971951, nan, nan, 0.27378643505635664, nan, 0.36718248082551413, nan, 0.0, nan, 0.5298244644091223, nan, nan, 0.0, 0.030118521961422264, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.30824648191729503, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46508567752500146, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.013551985591029254, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06326076146412124, nan, nan, nan, nan, nan, nan, 0.624910168882501, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.0637 | 13.0 | 260 | 2.9645 | 0.0734 | 0.1334 | 0.4494 | [0.37867656719424714, nan, nan, 0.5703914747852958, nan, 0.36724832474725955, nan, nan, 0.24162773836510312, nan, 0.15722481176048764, nan, 0.0, nan, 0.3225278229742922, nan, nan, 0.0, 0.02503829854962895, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.019416187978900327, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2815174151459234, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01628076807422999, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09925775505916952, nan, nan, nan, nan, nan, nan, 0.164501741308731, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.48136488199869454, nan, nan, 0.8084377869638393, nan, 0.6640073301973785, nan, nan, 0.37001433510414034, nan, 0.2851942036342293, nan, 0.0, nan, 0.6849536973047685, nan, nan, 0.0, 0.058494073901928886, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.1827962153594928, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5249234848041796, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.016515120704180344, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12258664302856032, nan, nan, nan, nan, nan, nan, 0.6046532518864535, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.6587 | 14.0 | 280 | 2.8846 | 0.0724 | 0.1286 | 0.4397 | [0.3834659465336428, nan, nan, 0.5312283309103556, nan, 0.42038639107343284, nan, nan, 0.2240997244852295, nan, 0.16894810544033062, nan, 0.0, nan, 0.2856184930298218, nan, nan, 0.0, 0.02894403977842718, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0265924137766199, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25301582468364064, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0113216799353871, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09573908469226723, nan, nan, nan, nan, nan, nan, 0.17659737386914723, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5458512001937346, nan, nan, 0.712382933237546, nan, 0.636104723775285, nan, nan, 0.2920707198470922, nan, 0.2937761244933732, nan, 0.0, nan, 0.5369232895646164, nan, nan, 0.0, 0.07710899372530793, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.2671821718457327, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5507534553677603, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.011402260116782383, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14559055628824077, nan, nan, nan, nan, nan, nan, 0.5593783686669063, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 2.1124 | 15.0 | 300 | 2.8194 | 0.0674 | 0.1182 | 0.4298 | [0.37181850100543984, nan, nan, 0.50487019682672, nan, 0.43901059193669656, nan, nan, 0.2255827531506125, nan, 0.13446312736394458, nan, 0.0, nan, 0.2883655897273493, nan, nan, 0.0, 0.0017015028502332008, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.02128113941042135, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2437995878557832, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.004977290206492244, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.049906750530242086, nan, nan, nan, nan, nan, nan, 0.13891576275623443, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5674417439447522, nan, nan, 0.6737165021769421, nan, 0.701977285725958, nan, nan, 0.28779126964049806, nan, 0.21768097779963355, nan, 0.0, nan, 0.533628196268141, nan, nan, 0.0, 0.0045782012549384155, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.23452283751981173, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42321188373589097, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.004982134038288353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05901238838561823, nan, nan, nan, nan, nan, nan, 0.548194394538268, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.8889 | 16.0 | 320 | 2.7705 | 0.0704 | 0.1225 | 0.4399 | [0.37940661821904165, nan, nan, 0.5205458747248174, nan, 0.4278353887296304, nan, nan, 0.2300023523349725, nan, 0.1277849255117805, nan, 0.0, nan, 0.32944326098220966, nan, nan, 0.0, 0.008911521323997454, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.031469433922159555, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2613972156819367, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01066285747265749, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.051062687668797076, nan, nan, nan, nan, nan, nan, 0.15444826269568537, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5715613861482598, nan, nan, 0.6883858763821338, nan, 0.6489092246098538, nan, nan, 0.2885712679540152, nan, 0.20403080608190102, nan, 0.0, nan, 0.632713199723566, nan, nan, 0.0, 0.019195909830350917, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.39820373661207437, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4837124978068893, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01073410219911106, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06581194733314596, nan, nan, nan, nan, nan, nan, 0.399703557312253, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.904 | 17.0 | 340 | 2.7290 | 0.0715 | 0.1361 | 0.4518 | [0.37718558332683577, nan, nan, 0.5939314747353793, nan, 0.4365836138023578, nan, nan, 0.2365945390013713, nan, 0.1362265984628005, nan, 0.0, 0.0, 0.2928147354034619, nan, nan, 0.0, 0.005671927307508369, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05302078132263563, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26540929517023604, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01188290567401518, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08830983792966449, nan, nan, nan, nan, nan, nan, 0.14777779226366636, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5184207852650419, nan, nan, 0.8505919602327865, nan, 0.6987615701562919, nan, nan, 0.329770638333755, nan, 0.20679098025840942, nan, 0.0, nan, 0.5164450587422253, nan, nan, 0.0, 0.013781082965372995, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5916142356274915, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5112092325087237, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0119396914853441, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13936393315028214, nan, nan, nan, nan, nan, nan, 0.5091178584261589, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.6423 | 18.0 | 360 | 2.6795 | 0.0776 | 0.1418 | 0.4554 | [0.3861462073048948, nan, nan, 0.6139459902116101, nan, 0.4840329615462382, nan, nan, 0.2452844281559973, nan, 0.16860530871823426, nan, 0.0, nan, 0.29050820436463176, nan, nan, 0.0, 0.011594699565912726, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.04508247244754555, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2873790574646153, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009505730762040353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09732739144467341, nan, nan, nan, nan, nan, nan, 0.15434974499803844, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.501031998207399, nan, nan, 0.8296075710656443, nan, 0.6845914115298869, nan, nan, 0.3461435759057818, nan, 0.30742629621110573, nan, 0.0, nan, 0.5339488597097443, nan, nan, 0.0, 0.028305833139669997, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5269199366024686, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6004444704368677, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009601138773494467, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1695133288651547, nan, nan, nan, nan, nan, nan, 0.5654868846568452, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.9784 | 19.0 | 380 | 2.6542 | 0.0783 | 0.1381 | 0.4516 | [0.36577043039547885, nan, nan, 0.6123236834895518, nan, 0.4669664518848858, nan, nan, 0.2953290358856959, nan, 0.13646881344781825, nan, 0.0, nan, 0.30622797546953695, nan, nan, 0.0, 0.013404712947722145, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.02764159736596821, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.27218679557985687, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01238092505451624, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1111206342404114, nan, nan, nan, nan, nan, nan, 0.2003715534408789, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.4685870323127477, nan, nan, 0.8546127128782853, nan, 0.659385103825009, nan, nan, 0.4133709981167608, nan, 0.1908565264635665, nan, 0.0, nan, 0.6178465791292329, nan, nan, 0.0, 0.05923774111085289, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.21934585274482493, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.577889545197575, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.012535223542398978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22424491384342637, nan, nan, nan, nan, nan, nan, 0.6733740567732662, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.8517 | 20.0 | 400 | 2.5814 | 0.0736 | 0.1287 | 0.4553 | [0.38485923827159635, nan, nan, 0.5648491253893815, nan, 0.4596948275937256, nan, nan, 0.25002888170055454, nan, 0.1276397846148674, nan, 0.0, nan, 0.27035481618244955, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05510240767580078, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2600797934757099, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.005226708480334509, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10018051665110489, nan, nan, nan, nan, nan, nan, 0.17311652346801107, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.6155399584417175, nan, nan, 0.7647975574217358, nan, 0.6152113267890701, nan, nan, 0.30416420721252496, nan, 0.18068036707143934, nan, 0.0, nan, 0.4687380787836904, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.4711108976514096, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48608105737177615, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.005229061964384278, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17397790413594794, nan, nan, nan, nan, nan, nan, 0.5475206611570248, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.6516 | 21.0 | 420 | 2.6240 | 0.0755 | 0.1334 | 0.4529 | [0.39426155527053347, nan, nan, 0.5990556865281295, nan, 0.5042351411340045, nan, nan, 0.23801833440019732, nan, 0.12969688028416765, nan, 0.0, nan, 0.28404096700892656, nan, nan, 0.0, 0.01198098601958969, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.04574243791456223, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2528122901276024, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.00934769061317952, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0715195559953143, nan, nan, nan, nan, nan, nan, 0.17455138662316477, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.003829183431492604, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5775571356795809, nan, nan, 0.794243487278721, nan, 0.6562861111435342, nan, nan, 0.2848047896112657, nan, 0.18129109526566675, nan, 0.0, nan, 0.4823773324118867, nan, nan, 0.0, 0.03578898442946781, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5137121175736036, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5283642318264226, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009368736019521831, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13595874862171103, nan, nan, nan, nan, nan, nan, 0.5959396334890406, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005051800184634321, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.6304 | 22.0 | 440 | 2.5151 | 0.0766 | 0.1376 | 0.4606 | [0.39577771190197186, nan, nan, 0.6101628417420645, nan, 0.4741551461032345, nan, nan, 0.2893037188940324, nan, 0.11352137249200349, nan, 0.0, nan, 0.26239486273793333, nan, nan, 0.0, 0.0012221456466804503, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06579601107246788, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2798176038974542, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01067548554603078, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07745279237552329, nan, nan, nan, nan, nan, nan, 0.17218313760248172, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006208258865581789, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5927497080760297, nan, nan, 0.8109174442149538, nan, 0.6111085172691513, nan, nan, 0.40446777412373164, nan, 0.15482356300414818, nan, 0.0, nan, 0.4287767795438839, nan, nan, 0.0, 0.003090866837090402, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6678353585322511, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5508801684309024, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01069052668274119, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15040105506669837, nan, nan, nan, nan, nan, nan, 0.5584351419331657, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008462406400656477, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.5259 | 23.0 | 460 | 2.5040 | 0.0771 | 0.1336 | 0.4635 | [0.39056725274603615, nan, nan, 0.6081934122596337, nan, 0.4909421024414199, nan, nan, 0.2640408587257618, nan, 0.13176728745850447, nan, 0.0, nan, 0.2827581897334115, nan, nan, 0.0, 0.01224417981589744, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.04691442578040516, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.278456778276561, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009532200060659454, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0640459529244471, nan, nan, nan, nan, nan, nan, 0.18881996046083577, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006614657302387113, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5892006919885485, nan, nan, 0.8091069468061377, nan, 0.6359646563094558, nan, nan, 0.32150687241757314, nan, 0.185748617930028, nan, 0.0, nan, 0.5253572909467864, nan, nan, 0.0, 0.03557982802695794, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.37505403198693626, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5798292297795192, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009586613601371176, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1110090156314185, nan, nan, nan, nan, nan, nan, 0.6220355731225297, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008718842958252128, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.3574 | 24.0 | 480 | 2.4675 | 0.0800 | 0.1481 | 0.4726 | [0.39541525348206935, nan, nan, 0.6499309601732465, nan, 0.5405827783279877, nan, nan, 0.27402996294273446, nan, 0.15108984272416912, nan, 0.0, 0.0, 0.30688701180210143, nan, nan, 0.0, 0.007895472330911124, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06328171363946836, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25667553660317804, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.004084696101496759, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08957399149556353, nan, nan, nan, nan, nan, nan, 0.21238411044190295, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009577795152462862, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.524910613506581, nan, nan, 0.8876390824109452, nan, 0.6944544955820386, nan, nan, 0.3278873991623802, nan, 0.2053474408902355, nan, 0.0, nan, 0.576480995162405, nan, nan, 0.0, 0.018382523820590285, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5428653763027712, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5960874904965202, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0041106237108909744, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2338659114003416, nan, nan, nan, nan, nan, nan, 0.7048149478979518, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.015078469586624269, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.1276 | 25.0 | 500 | 2.4425 | 0.0815 | 0.1478 | 0.4851 | [0.4121593184455866, nan, nan, 0.6293859696706035, nan, 0.5337046957804165, nan, nan, 0.3251362963118586, nan, 0.11847334799333917, nan, 0.0, 0.0, 0.32896964260899225, nan, nan, 0.0, 0.018466052354100766, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0712545015609216, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25909959890542417, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009406604821606336, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09734778696602253, nan, nan, nan, nan, nan, nan, 0.20070588235294118, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.011399435491213694, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5847122304661458, nan, nan, 0.8402648830128995, nan, 0.7011894062306677, nan, nan, 0.43500014054023667, nan, 0.16195401296012818, nan, 0.0, nan, 0.5758728403593641, nan, nan, 0.0, 0.04680455496165466, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.599634983910475, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5389788876542488, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.009470412224384859, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19648455235336088, nan, nan, nan, nan, nan, nan, 0.61300754581387, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.016052928505487743, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.4631 | 26.0 | 520 | 2.4392 | 0.0833 | 0.1549 | 0.4763 | [0.3887390296721249, nan, nan, 0.6530562225215435, nan, 0.5536057058543287, nan, nan, 0.33412112414779727, nan, 0.16322307244722079, nan, 0.0, 0.0, 0.29690826799260533, nan, nan, 0.0, 0.013963575599740461, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07157320675638144, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29389220015900225, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.014049396236202773, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07231988552951889, nan, nan, nan, nan, nan, nan, 0.21815679077084427, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0070226773957571325, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5269022378286146, nan, nan, 0.8721875733251451, nan, 0.6985222882355001, nan, nan, 0.4480422745031903, nan, 0.2358441929266571, nan, 0.0, nan, 0.515007601935038, nan, nan, 0.0, 0.03650941203811294, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6807550069641227, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6233600405481802, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.014162042820207419, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1682809763691004, nan, nan, nan, nan, nan, nan, 0.7474398131512756, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009847163811672992, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.4728 | 27.0 | 540 | 2.3901 | 0.0841 | 0.1476 | 0.4699 | [0.38231514087181623, nan, nan, 0.6618821174397742, nan, 0.5377340411260804, nan, nan, 0.3295600846662448, nan, 0.14075004268490826, nan, 0.0, nan, 0.31800921306231805, nan, nan, 0.0, 0.0012433766283451613, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.057773974773404325, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2992025657423018, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01209741680309462, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06518685143136048, nan, nan, nan, nan, nan, nan, 0.21109430021288844, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010986118179744125, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5253838156515784, nan, nan, 0.8313919973117735, nan, 0.6550371762398889, nan, nan, 0.4245088118728392, nan, 0.20269037666859668, nan, 0.0, nan, 0.6431126468555632, nan, nan, 0.0, 0.0030211480362537764, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5253349983190049, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6019747743532761, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.012128518722946867, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.166032473569282, nan, nan, nan, nan, nan, nan, 0.7081386992454186, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.016052928505487743, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.3734 | 28.0 | 560 | 2.3696 | 0.0842 | 0.1495 | 0.4792 | [0.39534746038659807, nan, nan, 0.6700833908770507, nan, 0.5348128243143069, nan, nan, 0.33126228239077354, nan, 0.17499431097818666, nan, 0.0, nan, 0.31130025243506004, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.057591169014012664, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26980609136021355, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.016991973205520587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06944475597884357, nan, nan, nan, nan, nan, nan, 0.1879513785947228, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012173463786367012, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.52046112157259, nan, nan, 0.9192112604248441, nan, 0.6736894937728339, nan, nan, 0.46906709390898615, nan, 0.2561727171059415, nan, 0.0, nan, 0.5686136834830684, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5422410066759522, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5161802834473751, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.017096127589111932, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16734049683263788, nan, nan, nan, nan, nan, nan, 0.7118666906216313, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.019335316442712074, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.1645 | 29.0 | 580 | 2.3855 | 0.0804 | 0.1443 | 0.4710 | [0.38495447254781, nan, nan, 0.6604357417783625, nan, 0.515098123746509, nan, nan, 0.31425269143948603, nan, 0.14291610299681287, nan, 0.0, 0.0, 0.32726389524882116, nan, nan, 0.0, 0.001644241045737305, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05162280660576643, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2958166321790846, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.014583122350660437, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06481892497144595, nan, nan, nan, nan, nan, nan, 0.19395020126660287, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00831404958677686, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5428004381295154, nan, nan, 0.8594069100168303, nan, 0.6415323380761734, nan, nan, 0.40695533631278635, nan, 0.19774903036984748, nan, 0.0, nan, 0.5847850725639253, nan, nan, 0.0, 0.004183128050197537, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5281686758561068, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5977834961108837, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.014641373500275978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14048818455019133, nan, nan, nan, nan, nan, nan, 0.664390945023356, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012898758847061237, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.2533 | 30.0 | 600 | 2.2981 | 0.0833 | 0.1517 | 0.4859 | [0.40332901775899554, nan, nan, 0.6866080111666648, nan, 0.5154678430462039, nan, nan, 0.34355177934851133, nan, 0.16444108930268972, nan, 0.0, 0.0, 0.29276044546244373, nan, nan, 0.0, 0.004735528247104578, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0792694375693437, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31501863089051574, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01628518582740882, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06715874373701576, nan, nan, nan, nan, nan, nan, 0.18267810009724308, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.011556089864001803, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5744910641342001, nan, nan, 0.8692067703912703, nan, 0.6478470463273143, nan, nan, 0.43273744272985354, nan, 0.23324264944994805, nan, 0.0, nan, 0.5123206634416033, nan, nan, 0.0, 0.01027190332326284, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6691321262187215, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6765405384330467, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01636986898294745, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1485200959937734, nan, nan, nan, nan, nan, nan, 0.6497035573122529, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01971997127910555, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.1681 | 31.0 | 620 | 2.3375 | 0.0864 | 0.1540 | 0.4762 | [0.3904600514121327, nan, nan, 0.6559876805534612, nan, 0.5316480086321509, nan, nan, 0.3476181413890503, nan, 0.17135971382409043, nan, 0.0, nan, 0.3440326194555759, nan, nan, 0.0, 0.012013898431518816, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06408195775245744, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3159793737685554, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01688964660328835, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06977454345264208, nan, nan, nan, nan, nan, nan, 0.18161649389894044, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00881982360352793, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5111696582784627, nan, nan, 0.8317106448557251, nan, 0.6441235861940168, nan, nan, 0.48775191837423054, nan, 0.2515248376018211, nan, 0.0, nan, 0.67826399447132, nan, nan, 0.0, 0.02844527074134325, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6453100235339321, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6205723531590541, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.016979926212125615, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17537240827621992, nan, nan, nan, nan, nan, nan, 0.6397772188286023, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.014001436044722535, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.9764 | 32.0 | 640 | 2.3150 | 0.0852 | 0.1578 | 0.4782 | [0.387144732471887, nan, nan, 0.6633593100206125, nan, 0.5769296491463037, nan, nan, 0.32763119591393863, nan, 0.18353964716307294, nan, 0.0, 0.0, 0.3141483710939183, nan, nan, 0.0, 0.010770855332629356, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06733595528876009, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3236642796891545, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01718326899809875, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06410083902303515, nan, nan, nan, nan, nan, nan, 0.21042230842421136, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0071403385049365305, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5110165634668459, nan, nan, 0.8502153767717527, nan, 0.7290628319307133, nan, nan, 0.4349790595047362, nan, 0.2710681398170988, nan, 0.0, nan, 0.5643676572218382, nan, nan, 0.0, 0.026074831512897977, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6249459680130637, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7031307873754801, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.017328530343084566, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15964369878710571, nan, nan, nan, nan, nan, nan, 0.7747933884297521, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012462816699148631, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.0565 | 33.0 | 660 | 2.2958 | 0.0835 | 0.1512 | 0.4826 | [0.40088135984646384, nan, nan, 0.6733411571891322, nan, 0.5309713336914587, nan, nan, 0.3464928662134907, nan, 0.14536705525162547, nan, 0.0, 0.0, 0.31479166034414735, nan, nan, 0.0, 0.033270341025329844, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.058769312244752465, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.314599290117691, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.015139936268077804, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06660709336983141, nan, nan, nan, nan, nan, nan, 0.18552591229684146, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005137481910274964, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5604926312683627, nan, nan, 0.8592736574075415, nan, 0.6345464732179333, nan, nan, 0.45632712145487253, nan, 0.20127063190539266, nan, 0.0, nan, 0.573473393227367, nan, nan, 0.0, 0.08919358587032303, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5542961433168436, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6565881045675186, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.015251430729454145, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12731066093010182, nan, nan, nan, nan, nan, nan, 0.7065217391304348, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009103497794645605, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.0186 | 34.0 | 680 | 2.3000 | 0.0870 | 0.1565 | 0.4762 | [0.38138976850303874, nan, nan, 0.6748625552013604, nan, 0.590331442192625, nan, nan, 0.3511510564490697, nan, 0.16162057556651477, nan, 0.0, nan, 0.3074303649440435, nan, nan, 0.0, 0.0079795896211052, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06977812596719282, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.324139605058375, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01867009891826228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.062478286045165025, nan, nan, nan, nan, nan, nan, 0.1702646018261551, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010556961336489538, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5127688031743514, nan, nan, 0.8530513399129224, nan, 0.7111050155825056, nan, nan, 0.48512381594850607, nan, 0.22588218497925905, nan, 0.0, nan, 0.5610283344851417, nan, nan, 0.0, 0.017081106204973273, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6930022573363431, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6638204963253211, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.01875199721116695, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15163340756275268, nan, nan, nan, nan, nan, nan, 0.7219726913402803, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.019899476869422505, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.2503 | 35.0 | 700 | 2.3338 | 0.0863 | 0.1542 | 0.4679 | [0.3709281124674629, nan, nan, 0.6455642467431244, nan, 0.5536763266105346, nan, nan, 0.3679782534190301, nan, 0.13940626970026937, nan, 0.0, nan, 0.2798156098667829, nan, nan, 0.0, 0.047561035516038706, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07393881201812892, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32028078524687686, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.027704903854469973, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07906105803951756, nan, nan, nan, nan, nan, nan, 0.1932276546001079, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008138312870068951, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5164514292792436, nan, nan, 0.8061638022183663, nan, 0.6600971134429751, nan, nan, 0.5507701604969503, nan, 0.19293458863093774, nan, 0.0, nan, 0.5181589495507948, nan, nan, 0.0, 0.11250290495003486, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.621343835550646, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6559740335692146, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.027917380820962727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19763042397249908, nan, nan, nan, nan, nan, nan, 0.6756198347107438, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01628372140732383, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.0503 | 36.0 | 720 | 2.2673 | 0.0847 | 0.1540 | 0.4822 | [0.3926428073924949, nan, nan, 0.6625861492742234, nan, 0.559970666653716, nan, nan, 0.347726538088568, nan, 0.18927346429685063, nan, 0.0, 0.0, 0.2821221049185694, nan, nan, 0.0, 0.040831295843520785, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07414017629693426, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3056425153472281, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.02933382986951602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.055680448139159004, nan, nan, nan, nan, nan, nan, 0.18457404623524817, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009426681367144432, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5727485668237976, nan, nan, 0.8499691491241538, nan, 0.6729249588551819, nan, nan, 0.4535584787924783, nan, 0.2647942956400352, nan, 0.0, nan, 0.45740981340704906, nan, nan, 0.0, 0.08926330467115966, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6863263051726622, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6337895003606449, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.029747552508497227, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11432771928307353, nan, nan, nan, nan, nan, nan, 0.7003683075817463, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.017540260539542517, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.7281 | 37.0 | 740 | 2.2580 | 0.0873 | 0.1548 | 0.4745 | [0.3859759078809438, nan, nan, 0.6375805804879553, nan, 0.5779280930968601, nan, nan, 0.35648443442804967, nan, 0.18743451368311945, nan, 0.0, nan, 0.28873142401472884, nan, nan, 0.0, 0.016040055830028578, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0773200581802248, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30534586281556214, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.023577387533564035, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06571804251884447, nan, nan, nan, nan, nan, nan, 0.21057237878522667, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01017916324038773, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.533976609896327, nan, nan, 0.7784356723028658, nan, 0.6990883942432271, nan, nan, 0.5301950698484976, nan, 0.26390596372115893, nan, 0.0, nan, 0.5444975812024879, nan, nan, 0.0, 0.0336509412038113, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.610201239133567, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6666959081427764, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.023850332626441623, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16370830000216202, nan, nan, nan, nan, nan, nan, 0.7024344232842257, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.020950866755564672, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.9583 | 38.0 | 760 | 2.2619 | 0.0888 | 0.1573 | 0.4800 | [0.38824205211867785, nan, nan, 0.6603363016161342, nan, 0.5505448107460252, nan, nan, 0.3653614412648569, nan, 0.19642816465067542, nan, 0.0, nan, 0.3195786530632266, nan, nan, 0.0, 0.012563936476737174, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06909271194843827, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3252256083156154, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.04458076553400803, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06413595252972594, nan, nan, nan, nan, nan, nan, 0.1885988783454412, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010624169986719787, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5352361626646291, nan, nan, 0.8192891842333195, nan, 0.6460786945712185, nan, nan, 0.5134567276611294, nan, 0.27357450487392826, nan, 0.0, nan, 0.5763317208016586, nan, nan, 0.0, 0.026144550313734603, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6693242399500504, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6709359221786849, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.04581239287685559, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1520117613992606, nan, nan, nan, nan, nan, nan, 0.7159540064678405, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.020309775361575546, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.7954 | 39.0 | 780 | 2.2252 | 0.0885 | 0.1531 | 0.4887 | [0.3987157157579447, nan, nan, 0.6633895185083517, nan, 0.5690853156628943, nan, nan, 0.3763285347387708, nan, 0.1789201107886784, nan, 0.0, nan, 0.31301428068066406, nan, nan, 0.0, 0.014896949073895055, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06609185100204353, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3062752381416749, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.033458762741849425, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06296767652230853, nan, nan, nan, nan, nan, nan, 0.19598522301298418, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00834158065884349, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5524648960555818, nan, nan, 0.8330721389071548, nan, 0.72225205140476, nan, nan, 0.5138010512409703, nan, 0.23620111200120558, nan, 0.0, nan, 0.5844588804422944, nan, nan, 0.0, 0.03581222402974669, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5312424955573699, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6734896777589333, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.034613485169799264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12889974704343501, nan, nan, nan, nan, nan, nan, 0.6481315127560187, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01664273258795774, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.9416 | 40.0 | 800 | 2.2526 | 0.0877 | 0.1498 | 0.4792 | [0.38787495880110984, nan, nan, 0.6442025043369437, nan, 0.5647406701793032, nan, nan, 0.3756061508358501, nan, 0.1883863525983487, nan, 0.0, nan, 0.31142447900905806, nan, nan, 0.0, 0.037121168554833515, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.05441575731502422, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32240964077768447, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0339115073790216, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04643136437099213, nan, nan, nan, nan, nan, nan, 0.18373667973599145, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006613958624578551, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5519680338033344, nan, nan, 0.799254944106324, nan, 0.664316645851085, nan, nan, 0.4963951429294207, nan, 0.2461234622736538, nan, 0.0, nan, 0.5974236351071182, nan, nan, 0.0, 0.09000697188008366, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.44954613130973536, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6811411973409751, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.03541236963658019, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09627483622683934, nan, nan, nan, nan, nan, nan, 0.6714426877470355, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.014437378192635143, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.9915 | 41.0 | 820 | 2.2129 | 0.0901 | 0.1559 | 0.4878 | [0.39889535352971717, nan, nan, 0.6738733182576121, nan, 0.5413582069794202, nan, nan, 0.3853162298772459, nan, 0.20696079308955825, nan, 0.0, nan, 0.32504040146295826, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07557062367904897, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3170234982032999, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.05630497728863334, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05997999400664334, nan, nan, nan, nan, nan, nan, 0.1900887003470883, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012556413340057674, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5571579479171451, nan, nan, 0.8545982288990148, nan, 0.6205338904905863, nan, nan, 0.5099643027798859, nan, 0.29341127388383476, nan, 0.0, nan, 0.5493241188666206, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6680274722635801, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6569877380743513, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.05959678122185748, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1536224677318228, nan, nan, nan, nan, nan, nan, 0.6641663672296083, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.024899989742537695, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 0.9353 | 42.0 | 840 | 2.2340 | 0.0894 | 0.1523 | 0.4901 | [0.4041030181565708, nan, nan, 0.6720653426774688, nan, 0.5562650512674098, nan, nan, 0.37702845749874103, nan, 0.18423420110107108, nan, 0.0, nan, 0.32579900313709254, nan, nan, 0.0, 0.008805267693395498, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.06774461623695739, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32084472451449564, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.061832980357958554, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05180230559814068, nan, nan, nan, nan, nan, nan, 0.17735255028967367, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.011160714285714286, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5856642018401996, nan, nan, 0.822559666752605, nan, 0.6538174220582914, nan, nan, 0.5155859122466763, nan, 0.2582587108083027, nan, 0.0, nan, 0.5655618521078093, nan, nan, 0.0, 0.018521961422263537, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6342634839825176, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6188568532272842, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.06488394387473491, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10264199078978661, nan, nan, nan, nan, nan, nan, 0.6173643550125764, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02384859985639553, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
| 1.0045 | 43.0 | 860 | 2.1866 | 0.0912 | 0.1570 | 0.4986 | [0.40791365734234397, nan, nan, 0.6776885393408205, nan, 0.5768841521615049, nan, nan, 0.38034679179945297, nan, 0.2127102614334932, nan, 0.0, nan, 0.32351228383777675, nan, nan, 0.0, 0.013218416977866836, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.07417653560713722, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3134517643171592, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.05682273443551187, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04630604288499025, nan, nan, nan, nan, nan, nan, 0.18842460105737982, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010525365356585447, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] | [0.5574738799374817, nan, nan, 0.8836125361737382, nan, 0.7019364327150911, nan, nan, 0.532549118812716, nan, 0.2996930495958883, nan, 0.0, nan, 0.574341395991707, nan, nan, 0.0, 0.026981175923774112, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.5640459151817876, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6287794607871805, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.061804607384597504, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10271766155708818, nan, nan, nan, nan, nan, nan, 0.6979428674092706, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.02092522309980511, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- Sep 20, 2023
- Updated
- Sep 20, 2023