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: 2.4060
- Mean Iou: 0.1324
- Mean Accuracy: 0.1890
- Overall Accuracy: 0.5382
- Per Category Iou: [0.06898704801786595, 0.5497451785216755, 0.5986813527769159, 0.9022528680175833, 0.5166015320377707, 0.3347711733614926, 0.5427354692750441, 0.437759221673138, 0.5757422496153203, 0.59943075297406, 0.0, 0.4874169238897695, 0.030425963488843813, 0.3469097906262885, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7613771505589472, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]
- Per Category Accuracy: [0.36501993260357246, 0.9484777463700282, 0.7335436902431143, 0.9874664476289657, 0.9388559998056349, 0.8143063485358443, 0.6555618067834753, 0.45624956887631923, 0.6057478106370122, 0.6941462066787716, 0.0, 0.5768445994866057, 0.03260661083050956, 0.6431802255208001, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.8104863382213313, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50
Training results
Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
---|---|---|---|---|---|---|---|---|
4.4617 | 1.0 | 20 | 4.6363 | 0.0330 | 0.1045 | 0.3086 | [0.08965642555382262, 0.3282614729662993, 0.4838595509052358, 0.5947952250459853, 0.11723211365566831, 0.20282902804015787, 0.0018485773991319724, 0.28471191824622266, 0.0010013828620475894, 0.006966831434916541, 0.0, 0.0, 0.027966961309955077, 0.2555047777316161, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5456652637265923, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0] | [0.13040988480937382, 0.4188940229953793, 0.7146353285559505, 0.9296243601214486, 0.8070036200487533, 0.6795685884420947, 0.0018485773991319724, 0.3132544664413327, 0.0010416948510511648, 0.00767742954132786, 0.0, 0.0, 0.04935745796304584, 0.40485443078295213, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6606182086718009, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
4.6642 | 2.0 | 40 | 4.2528 | 0.0438 | 0.1158 | 0.3712 | [0.08281530727865732, 0.4811836013995245, 0.37119282803429776, 0.60007989284959, 0.16472434801991231, 0.20123829218284137, 0.008400101657281204, 0.4065680716684916, 0.0, 0.04145789997286787, 0.0, 0.0, 0.0, 0.23368431228802294, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.42754469066247336, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 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, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan] | [0.14568420588947867, 0.7126543586110773, 0.7362666083749929, 0.9364448421021753, 0.718186898177018, 0.7803766334636925, 0.008412366714890426, 0.5058402887953829, 0.0, 0.04523565169337649, 0.0, 0.0, 0.0, 0.6159775753328661, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.46753876991243803, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
3.7497 | 3.0 | 60 | 4.0561 | 0.0646 | 0.1271 | 0.4114 | [0.04768850029868347, 0.5799540311546549, 0.5739648103602173, 0.6551885629775697, 0.1620025454132345, 0.2803732470527247, 0.0038280329799764428, 0.3522267206477733, 0.012525486642385375, 0.13354552469135803, 0.0, 0.0, 0.0, 0.24416515765571556, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5092678267617825, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.13538752945840582, 0.8861892024297178, 0.7211408694329867, 0.974705545858574, 0.7968561455794103, 0.8548925559022715, 0.003831109682259015, 0.44259157066979377, 0.012964816869143286, 0.13663456224836187, 0.0, 0.0, 0.0, 0.7215603830880636, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5399936702183775, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
3.6841 | 4.0 | 80 | 3.8396 | 0.0681 | 0.1269 | 0.4250 | [0.052097592010642194, 0.5198557352352471, 0.5027950320507687, 0.8554922169118628, 0.22261559094870603, 0.25008822901790845, 0.00020076021200278387, 0.3924782180187767, 0.09555851674050019, 0.08640471512770137, 0.0, 0.0, 0.0, 0.2410443418071051, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.322626783993035, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.11903398453846663, 0.9587564371192066, 0.7458467182421259, 0.9399284216084604, 0.7984839527369026, 0.8304263697930151, 0.00020093232599260568, 0.48758363799406773, 0.09766227441218647, 0.08680034735928002, 0.0, 0.0, 0.0, 0.826760952198934, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.32838907057706507, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
3.2394 | 5.0 | 100 | 3.6402 | 0.0780 | 0.1357 | 0.4573 | [0.059201430493852195, 0.5096969045078188, 0.5905304232701821, 0.8084401774320957, 0.23768993839835728, 0.2721988584235901, 0.0, 0.40777601346986575, 0.3229422624247458, 0.08442004118050789, 0.0, 0.0, 0.0, 0.2772403982930299, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.40711565007109424, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.14146642292359535, 0.9699965270031257, 0.7249092360622708, 0.9757322850814791, 0.7499574826488715, 0.9035728398762723, 0.0, 0.562432457290014, 0.3384155415460375, 0.08496486934554354, 0.0, 0.0, 0.0, 0.7863710687817205, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.4138200232091993, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
3.4288 | 6.0 | 120 | 3.4003 | 0.0723 | 0.1297 | 0.4442 | [0.06888191193394487, 0.47290395690712367, 0.5038806840141162, 0.8797542562892974, 0.26324912054355987, 0.24578980638782408, 0.0021508536617949607, 0.42822866326380477, 0.24857959573790223, 0.11506337246656154, 0.0, 0.0031061514947326903, 0.0, 0.29881391793176937, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.15636714935262677, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.13578397903222253, 0.9809399171540746, 0.7558497595468456, 0.9409771623861419, 0.7072457664866091, 0.826529221796776, 0.0021566736323206342, 0.6524970683589708, 0.2533302668722999, 0.11664166732454409, 0.0, 0.0031099848614493516, 0.0, 0.821749378862203, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.15709463023525688, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.7008 | 7.0 | 140 | 3.4155 | 0.0697 | 0.1284 | 0.4151 | [0.06120896048699913, 0.3895213516108844, 0.5376725945510588, 0.46129422070794684, 0.2001288410336478, 0.2605724363449315, 0.06632891140590627, 0.3750352345859299, 0.4221333446794026, 0.1599769208577748, 0.0, 0.0, 0.0, 0.32093979245692894, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.22811751540062544, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.1452767438275004, 0.7286439442204502, 0.7518437909863331, 0.9770523783680714, 0.5107265202989982, 0.8214261381443579, 0.06664255478754755, 0.6347922558690303, 0.44740568377571543, 0.1641667324544091, 0.0, 0.0, 0.0, 0.815697266993693, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2300981116151493, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
3.5223 | 8.0 | 160 | 3.1802 | 0.0800 | 0.1353 | 0.4620 | [0.06655525952084416, 0.4468344012085222, 0.5783803687244119, 0.8910119835738337, 0.31232590746222155, 0.28808291741939435, 0.009916869369971399, 0.36103050069767245, 0.42354660265108024, 0.07516762733796024, 0.0, 0.0, 0.0, 0.335110916102031, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.21267374708898565, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.13947316256635023, 0.986455312190219, 0.753901423710772, 0.9722560394267862, 0.8118060560905093, 0.8974273372668183, 0.009939452392434229, 0.4848646846473983, 0.43918937200681835, 0.07566906134049103, 0.0, 0.0, 0.0, 0.8433670977469155, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.21484333790484228, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
3.3971 | 9.0 | 180 | 3.1965 | 0.0808 | 0.1402 | 0.4604 | [0.08346818994251486, 0.4580193922046659, 0.5478101187615844, 0.7303577874276713, 0.2602204470865069, 0.2484523653354822, 0.2765379825653798, 0.3681841280917455, 0.45632743822246835, 0.1320663801245109, 0.0, 0.0001480945172118739, 0.0, 0.3303575784184594, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.22814541412828068, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.15222562385745436, 0.9259906666084, 0.758420612442738, 0.9793845431743843, 0.6806501510378283, 0.8129437093763201, 0.29746021539945344, 0.5580752339564508, 0.47566672979968794, 0.1352332833346491, 0.0, 0.0001480945172118739, 0.0, 0.8628400331273491, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.22953898090515878, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.6531 | 10.0 | 200 | 3.0293 | 0.0848 | 0.1433 | 0.4756 | [0.08171790617257303, 0.4815997405972119, 0.5583350045210024, 0.8450318302051562, 0.3079926344497668, 0.2790475336858773, 0.09580545343947529, 0.4319754294778764, 0.45209968619883345, 0.1857495724871746, 0.0, 0.0, 0.0, 0.34248892869582526, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2628228618093872, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.2001299473603066, 0.9838333145500169, 0.7541247695261267, 0.9793405400648313, 0.788360773896776, 0.8272582337471214, 0.09705031345442855, 0.5885815456071372, 0.4690783480794033, 0.1929422909923423, 0.0, 0.0, 0.0, 0.876982862967446, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2648275134507859, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.8231 | 11.0 | 220 | 3.0390 | 0.0929 | 0.1471 | 0.4782 | [0.09136781859016156, 0.476788643789742, 0.5449573677155453, 0.8639538317349048, 0.36106010316986115, 0.25419154495764906, 0.2971870116339642, 0.40131630100209015, 0.4821716599746045, 0.19347524384761233, 0.0, 0.02839019483785143, 0.0, 0.38568464948768444, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.26654308387661163, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.27776798889941196, 0.9705945264649262, 0.7495818206010378, 0.987026416533435, 0.9347257428388633, 0.6859798056876558, 0.32096929754058834, 0.5043859649122807, 0.5068679708145062, 0.1953501223652009, 0.0, 0.028796156124531035, 0.0, 0.7777494638041239, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2700073847452263, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.9087 | 12.0 | 240 | 2.9152 | 0.0911 | 0.1462 | 0.4837 | [0.09302835942643485, 0.47036287638481333, 0.5497010410804727, 0.8815070519775126, 0.3739148163737767, 0.2622988137873833, 0.16776643100288033, 0.43788629279725516, 0.5090501935166528, 0.12158013102571624, 0.0, 0.000770908852329949, 0.0, 0.359303046820668, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.32887189292543023, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.2474175715261106, 0.9832537150716565, 0.7427008686726606, 0.9832054798539097, 0.9208529385563538, 0.7928992873397196, 0.17164978835128328, 0.5208778827803454, 0.5320264797929237, 0.12270071840214732, 0.0, 0.0007733824787731192, 0.0, 0.8118748805504237, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.3338748813165946, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.5031 | 13.0 | 260 | 2.8673 | 0.1030 | 0.1631 | 0.5111 | [0.08846089008766014, 0.5292540510218392, 0.6017961289123313, 0.8441173707449974, 0.3372477358522991, 0.3025340466695995, 0.4807809497023391, 0.4668746754691788, 0.5693489346395548, 0.20536300761176152, 0.0, 0.11801479360534478, 0.0, 0.36471001157297617, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.343856726364015, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.2542673391626104, 0.9548004406796033, 0.738452546142295, 0.9884271821875412, 0.9535710525676431, 0.8714895008652759, 0.549563307078176, 0.5788726403163873, 0.6067083344607087, 0.20979711060235257, 0.0, 0.12207924702165471, 0.0, 0.8164405088021066, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.3483911805042726, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.8147 | 14.0 | 280 | 2.8690 | 0.1043 | 0.1628 | 0.5036 | [0.12378153775209352, 0.4854698877662004, 0.5275824538258576, 0.8813121180827342, 0.37719495906444206, 0.2514797442861468, 0.4457115031821167, 0.4211407105551876, 0.5653051695963063, 0.37686146209386284, 0.0, 0.08543129667669867, 0.0, 0.366874839423704, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.4102052273719668, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.2778671012928661, 0.9557710398060641, 0.7601503545020813, 0.9826261055781276, 0.9353979219138477, 0.780996634281276, 0.5272330279161979, 0.4788174564852498, 0.5896759472207942, 0.3955751164443041, 0.0, 0.08828078720463371, 0.0, 0.7884096748847975, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.41624643949783735, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.7076 | 15.0 | 300 | 2.7766 | 0.1082 | 0.1670 | 0.5116 | [0.11746466963061666, 0.5009366038900971, 0.5702527091555284, 0.8372909148504027, 0.35561706053509334, 0.29847976289536915, 0.5029337156722179, 0.4155413453409128, 0.5893188010899183, 0.3857635973504991, 0.0, 0.058373792280271626, 0.0, 0.369965896463195, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.40822682624501316, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.30288747439596503, 0.9478222469599777, 0.7456946530061397, 0.9886251961805301, 0.8927995853545947, 0.870031476964585, 0.6108476665059208, 0.5113816651721046, 0.6095718679257195, 0.4080484724086208, 0.0, 0.05955045086553018, 0.0, 0.8201142468836933, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.4134507859478848, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.5452 | 16.0 | 320 | 2.7940 | 0.1129 | 0.1705 | 0.5185 | [0.13477216971471648, 0.4885174649728794, 0.57006068928043, 0.8271018030750782, 0.3776600178242833, 0.2991222211849416, 0.514835516868082, 0.39348451136375184, 0.6161826717215803, 0.35841647408075455, 0.0, 0.13727356365597537, 0.0, 0.4061508476112773, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5231753236705009, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3406052463493602, 0.9539103414806926, 0.7378395331597255, 0.9914193936371504, 0.9540488666088971, 0.8513837600664967, 0.6243101323474254, 0.4452587891747718, 0.6398486611289989, 0.37649009236599035, 0.0, 0.14240110577239518, 0.0, 0.761122082775902, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5350142420086507, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.2537 | 17.0 | 340 | 2.7013 | 0.1154 | 0.1745 | 0.5268 | [0.086606368864709, 0.5227962834782521, 0.5594017506079988, 0.8777984769748668, 0.4358386715707647, 0.29615121807708006, 0.5058165625323622, 0.38824798073894545, 0.6970213738326062, 0.4231081106564333, 0.0, 0.2080536912751678, 0.0, 0.361916996418056, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5220864903870934, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.30696209501574784, 0.9519737432236312, 0.7443688342298846, 0.9848629303137422, 0.947173203540683, 0.8504435390464251, 0.5888522745539302, 0.41805775907659054, 0.742796071322276, 0.4428238730559722, 0.0, 0.21934443493714212, 0.0, 0.8196258308381644, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5342863171220593, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.6775 | 18.0 | 360 | 2.6900 | 0.1174 | 0.1759 | 0.5253 | [0.09526337362836734, 0.5199072353838072, 0.6179947167133225, 0.8613892445582586, 0.37706131447613783, 0.3136511596202922, 0.5181235159214986, 0.34856247936034584, 0.6601083032490975, 0.41841733482560595, 0.0, 0.17723615712257454, 0.0, 0.37610235651293916, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5838572920720093, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.31224808933330395, 0.9332747600527159, 0.7448440380923416, 0.9867623978761165, 0.9612484713999951, 0.8934893100957936, 0.6839602421904303, 0.4004449196385459, 0.6926323764171108, 0.45008683982000475, 0.0, 0.18487132231948925, 0.0, 0.7734174258350852, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.601498048317333, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.8645 | 19.0 | 380 | 2.7031 | 0.1151 | 0.1748 | 0.5169 | [0.11022753287716532, 0.5418288745696411, 0.5502120307837286, 0.8733879965748982, 0.36151624454376746, 0.2753134166887089, 0.5391327639671567, 0.38093502786255484, 0.604775550008807, 0.5069185546314884, 0.0, 0.22879464285714285, 0.0, 0.35921024316763506, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5401768273876838, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3817699270973284, 0.9302548627706235, 0.7491303769317037, 0.9874151106678205, 0.8961037909280121, 0.7871625764781228, 0.7010126989230028, 0.43264123611781746, 0.6348160574330114, 0.5581826794031736, 0.0, 0.24287500822747318, 0.0, 0.7089465078252745, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.5543095263213419, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.2821 | 20.0 | 400 | 2.6100 | 0.1220 | 0.1809 | 0.5330 | [0.11111970439116611, 0.5235021679781596, 0.5802080885178263, 0.8627196874421456, 0.4197533499094715, 0.3063190661478599, 0.4950130412102243, 0.3763055757155028, 0.6726775567884872, 0.5302538449257623, 0.0, 0.3042144551732475, 0.0, 0.3827062163585679, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6577551539832018, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.4272074532519878, 0.9372054565150891, 0.7390845672793629, 0.9910893703155023, 0.9556604766802452, 0.8045430389578536, 0.6355757380914108, 0.4113092363937366, 0.725529190003337, 0.5899581589958159, 0.0, 0.331270980056605, 0.0, 0.6326261918413285, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6815908851144635, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.8712 | 21.0 | 420 | 2.6419 | 0.1242 | 0.1830 | 0.5248 | [0.08347596924498057, 0.5192558144371168, 0.5872682429936531, 0.8686258731129495, 0.48633229935050354, 0.3043176270415722, 0.5012912263314878, 0.3891633746126734, 0.5650686106346484, 0.5349534736651911, 0.0, 0.34843087111413323, 0.0, 0.35246242390089333, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6672262751442264, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.33835869876439884, 0.9188583730274643, 0.7479328631983121, 0.9895419276295525, 0.9472055977129714, 0.8298540613460149, 0.7046696672560682, 0.42017313927019384, 0.5942350532572129, 0.5843333070182364, 0.0, 0.38785954057789773, 0.0, 0.8101972776114332, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.691813482434856, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.4974 | 22.0 | 440 | 2.5581 | 0.1248 | 0.1844 | 0.5349 | [0.08752102269618606, 0.5286456720104494, 0.5955853745985491, 0.8723741193200181, 0.4277519734003401, 0.3471299559597183, 0.517252346897469, 0.3855446623093682, 0.6548789103815588, 0.5601643444087174, 0.0, 0.32187244851673774, 9.56327701625757e-05, 0.3695978799673477, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6966996465715414, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.4051714644406757, 0.9224923697568672, 0.7420165751107225, 0.9898132801384631, 0.9553932247588659, 0.8280894436344312, 0.7188956759363446, 0.40690027821848196, 0.7064089035598005, 0.6188916081155759, 0.0, 0.35029289804515235, 9.590179656032223e-05, 0.6634176381898876, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7257833104757886, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.337 | 23.0 | 460 | 2.5183 | 0.1281 | 0.1864 | 0.5406 | [0.10490378030746633, 0.5009983755863403, 0.6080603681906073, 0.8882044760599016, 0.4781371576467899, 0.31212955916871205, 0.48850848337950137, 0.39727101129347026, 0.6958605850145934, 0.5609148270559748, 0.0, 0.4227296565605023, 0.0, 0.39006030677795744, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.686398035993264, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3492059996035504, 0.946996547703107, 0.7516727175958486, 0.9834841662144125, 0.948533758776796, 0.7936555520732554, 0.6047527192841451, 0.42827826446851075, 0.7364692406901341, 0.6263519381068919, 0.0, 0.4907523201474363, 0.0, 0.7581703510224884, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7137989239371242, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.5904 | 24.0 | 480 | 2.5404 | 0.1281 | 0.1837 | 0.5403 | [0.08062305381922884, 0.53310276299269, 0.6132395451917518, 0.9003506405933918, 0.5196081050990871, 0.33535342569850596, 0.4958312898479647, 0.3738271261514759, 0.6859246779155246, 0.532258064516129, 0.0, 0.4081597121467123, 0.0, 0.369122994528155, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6871506112717496, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3860647974803427, 0.9550833404249937, 0.7560731053622004, 0.9792305322909486, 0.9449218085666389, 0.8418793519288157, 0.5823420671917698, 0.4016980524706261, 0.7380385472189904, 0.562722033630694, 0.0, 0.46291055091160405, 0.0, 0.6747149136777728, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.714516299187678, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.4552 | 25.0 | 500 | 2.5067 | 0.1286 | 0.1875 | 0.5450 | [0.08438788036047544, 0.5619963267500471, 0.601346736383106, 0.8818540770280198, 0.504835924754309, 0.31319163181494564, 0.5038750098421876, 0.4866440465513329, 0.6233035460812603, 0.5532175832647126, 0.0, 0.3772053060439804, 0.0, 0.3625399486561534, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7035299125376251, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3724753870889589, 0.9472955474340073, 0.7405386910984812, 0.9860436804200831, 0.9447679362482689, 0.90512624851813, 0.6000642983443176, 0.5177565473316318, 0.6633657115542448, 0.623194126470356, 0.0, 0.41971631672480747, 0.0, 0.7347263808371026, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7323346344551113, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.0264 | 26.0 | 520 | 2.5146 | 0.1286 | 0.1858 | 0.5353 | [0.08514908751877623, 0.5358880277314497, 0.5717503604036521, 0.8636969994829996, 0.5073809420068842, 0.33932404703104685, 0.5622095045372625, 0.41924122623744375, 0.5934489071484439, 0.5840574234982999, 0.0, 0.4597284041618235, 0.0, 0.34707245923842267, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.6876448853570887, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.434486707926789, 0.9422470519776532, 0.7237164743675036, 0.9924021297505023, 0.9430672422031277, 0.8303514246392413, 0.7145555376949043, 0.4440803844473569, 0.6227260838586902, 0.6407594536985869, 0.0, 0.533666820246166, 0.0, 0.5659467838865176, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7166262263951894, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.7033 | 27.0 | 540 | 2.5016 | 0.1291 | 0.1856 | 0.5348 | [0.07733447720396643, 0.5535324459815423, 0.5701747546862992, 0.8870143014879857, 0.48659476375657046, 0.3009952837219505, 0.5449545907691633, 0.42936707780291067, 0.6174275931247857, 0.604700364957069, 0.0, 0.4413028373722048, 0.0, 0.34555109880797696, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7239417684180955, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3732572737484307, 0.9482707465563281, 0.7297990838069531, 0.9897839447320944, 0.9393743065622494, 0.7291959066319648, 0.6663451749450785, 0.46264744429882043, 0.6578415721926099, 0.6769163969369227, 0.0, 0.51211084051866, 0.0, 0.649444692191714, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7612195379259415, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.1979 | 28.0 | 560 | 2.4901 | 0.1305 | 0.1902 | 0.5406 | [0.07757876251531291, 0.5604753321093141, 0.605613976652709, 0.8896482637264141, 0.44338347862867156, 0.3497961557651119, 0.5541012828087604, 0.4423905888348587, 0.5931555177407365, 0.6162140916314917, 0.0, 0.44203644894572713, 0.0, 0.3413712290053535, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7417881838162239, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3828711759134859, 0.924677367790369, 0.7257836111691915, 0.9899892925766755, 0.9592967225196187, 0.8645809203264884, 0.7411991641215239, 0.47903014416775885, 0.6224690422720672, 0.7116720612615457, 0.0, 0.5084742973737906, 0.0, 0.6310122953430591, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7797657980799663, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.5913 | 29.0 | 580 | 2.4766 | 0.1333 | 0.1875 | 0.5400 | [0.07581585922039726, 0.5406982914146238, 0.6025272185861844, 0.8883595446469698, 0.4802494374904877, 0.34898021472943375, 0.4778263585259213, 0.426660819995615, 0.6248347891974737, 0.6035613040396882, 0.0, 0.48437014655634936, 0.01114938928906984, 0.36400089581844747, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7374958678513829, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3531374578772328, 0.9609161351754784, 0.7384620502195441, 0.9900993003505582, 0.9455211007539743, 0.7945889598975295, 0.5431200771580131, 0.4586351199098664, 0.6544910125634712, 0.6723178337412173, 0.0, 0.5645033897189495, 0.011380346525158238, 0.7248094115648426, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7766853043569997, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.1814 | 30.0 | 600 | 2.4642 | 0.1274 | 0.1921 | 0.5372 | [0.07791904930792065, 0.5362518235460623, 0.6078911998011078, 0.8895416768435576, 0.5203215145166384, 0.3339511481343619, 0.5162002553734837, 0.4359717423265343, 0.5535379700384233, 0.6258570838496489, 0.0, 0.4613746397285363, 0.008835366620550874, 0.34464815891769457, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7134742058296235, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.35323657027068694, 0.9063256843068841, 0.7436322682430763, 0.9882658374525133, 0.9473189773159808, 0.8863218281166965, 0.7798183571773026, 0.47217240348577866, 0.5781902468501132, 0.7476119049498697, 0.0, 0.534719936813006, 0.008982801611150183, 0.7173345225202268, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7473151176284418, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.484 | 31.0 | 620 | 2.4496 | 0.1308 | 0.1860 | 0.5397 | [0.07883268626192773, 0.5386358916009717, 0.5846537602382725, 0.9023541425922442, 0.5247638314397702, 0.31300234685247313, 0.47499408843698276, 0.42979211561759567, 0.6404697648210208, 0.6116126529604683, 0.0, 0.47404110449135634, 0.010502225844880557, 0.3498033891957682, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7361516766533177, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.37610950818227873, 0.9603319357012579, 0.7462506415252144, 0.9850096073455857, 0.9411316904088954, 0.7614768283210923, 0.5381637464501956, 0.4608769630498264, 0.6817103637363926, 0.6845938264782506, 0.0, 0.5590568024748239, 0.010709033949235983, 0.6347285043851266, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7737630551745964, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.8357 | 32.0 | 640 | 2.4410 | 0.1325 | 0.1876 | 0.5385 | [0.06630830490334473, 0.541363195508583, 0.5957985084472175, 0.89471625563511, 0.568824876413991, 0.34709257313091885, 0.4822447303586094, 0.4690462419785728, 0.5987104292756372, 0.6040592159693007, 0.0, 0.47089197266693794, 0.020601730668555415, 0.3530682022674105, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7467267675455255, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3636543840715371, 0.9474450472994574, 0.7296660267254652, 0.98976927702891, 0.9374630503972335, 0.8033234769100794, 0.5899507046026898, 0.489486330505162, 0.6347890004238932, 0.677271650746033, 0.0, 0.5522279997367209, 0.021386100632951856, 0.6666241957061859, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.788194957273974, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.4634 | 33.0 | 660 | 2.4360 | 0.1310 | 0.1861 | 0.5340 | [0.06751748647309638, 0.5414516720146174, 0.5957744470437701, 0.8849080574182733, 0.5620186706244652, 0.34535787174621363, 0.503836740093934, 0.3963005339435545, 0.6017087217593318, 0.6091539332201471, 0.0, 0.4522221750272551, 0.020354384370740573, 0.35854667100311294, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.743356363272254, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.38119727771292644, 0.9446459498186451, 0.7345938907791443, 0.9910160317995805, 0.9414799277609958, 0.7886001607914208, 0.6121604243690725, 0.4181152422340254, 0.6412240590925079, 0.6797979000552618, 0.0, 0.5255709866385836, 0.02148200242951218, 0.6554968040602238, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7831944297921721, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.2284 | 34.0 | 680 | 2.4403 | 0.1318 | 0.1888 | 0.5305 | [0.06442478936753142, 0.5383811877745144, 0.6034469208764264, 0.8881640812515207, 0.560219092785698, 0.37078551236640184, 0.5498613023608533, 0.4, 0.5265579669596508, 0.6146031307232455, 0.0, 0.48542137076981334, 0.023062868781262166, 0.34958952740181937, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.745425656297155, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3788516177345109, 0.9258388667450199, 0.7297705715752058, 0.9905393314460889, 0.9384834668243183, 0.8194775641462384, 0.7381717837432353, 0.4273987721597572, 0.5516518304066669, 0.7020604720928396, 0.0, 0.5695386033041532, 0.024614794450482706, 0.6691724533350322, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7869395505855048, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.1554 | 35.0 | 700 | 2.4477 | 0.1333 | 0.1900 | 0.5402 | [0.06353604495119668, 0.5414440073786217, 0.5947685851875939, 0.8924889056434065, 0.5371196361606834, 0.3843255558970881, 0.49135212404927925, 0.4066635434177529, 0.6254579570974329, 0.6298202669170411, 0.0, 0.513715505913272, 0.023490643045016173, 0.35744559968183626, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7354061804399703, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.36236592295663284, 0.9431095512014039, 0.7301174703947994, 0.989681270809804, 0.9430510451169835, 0.8263180127270497, 0.6031720516530032, 0.424127980501713, 0.6643893683992171, 0.7413949632904397, 0.0, 0.6175541367735141, 0.024838565309123456, 0.6680045019218109, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7737630551745964, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.7911 | 36.0 | 720 | 2.4105 | 0.1333 | 0.1865 | 0.5381 | [0.06707994331580647, 0.5513908401236303, 0.5854380478685609, 0.8951892315248703, 0.5701252703188654, 0.35378965649816385, 0.5090284224019803, 0.5217495336860823, 0.5907504843954702, 0.6066972508949362, 0.0, 0.4510531103491708, 0.02171539488050467, 0.33957635745912595, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7366295656366778, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.40503931458273684, 0.9478383469454877, 0.7321703510806136, 0.9891238980887983, 0.9372929809927194, 0.7272677722212381, 0.617036382146493, 0.5515164056931319, 0.6283313942476798, 0.6890542354148576, 0.0, 0.5303429210820773, 0.022888562112396905, 0.5879255059353167, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7736048106340331, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.9093 | 37.0 | 740 | 2.4204 | 0.1331 | 0.1912 | 0.5407 | [0.06805414881571852, 0.566063062773032, 0.5935465390838501, 0.8834139960758666, 0.5134504061876733, 0.3350098937403569, 0.5465559194652923, 0.5000868592771137, 0.5817679229580311, 0.6327943397186827, 0.0, 0.45210501085638555, 0.02066115702479339, 0.3531049390803092, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7431595586102024, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3766270951258727, 0.9301490628658434, 0.7286680986143055, 0.9906126699620107, 0.9402813433863249, 0.7855342226824914, 0.7130954294593581, 0.5295290979742935, 0.6178513127158923, 0.7360661561537855, 0.0, 0.5276443098795498, 0.02173774055367304, 0.6868191374147926, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7836691634138622, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.1301 | 38.0 | 760 | 2.4265 | 0.1335 | 0.1915 | 0.5461 | [0.07609381052328147, 0.5817473287597388, 0.610855554756942, 0.8908980398115788, 0.512200979921222, 0.3186950973040883, 0.5285932981799626, 0.47206613878831505, 0.6042245856202092, 0.6378303754095906, 0.0, 0.4538692159746578, 0.023953343053530515, 0.35551816110901246, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7429006135951873, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.37210096249146535, 0.9431900511289539, 0.726962116748085, 0.9889625533537704, 0.9499024125559812, 0.8745213729952171, 0.6244172962546214, 0.505144742590421, 0.6458778646608404, 0.7568287676640089, 0.0, 0.5281050483775422, 0.025733648743686464, 0.6595103098256567, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7829728874353835, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.5656 | 39.0 | 780 | 2.4276 | 0.1307 | 0.1861 | 0.5345 | [0.06766104446948108, 0.5348708556243045, 0.5941624365482233, 0.8914938363049574, 0.5469891243751949, 0.3403720735905588, 0.5177498939471745, 0.4342596771299473, 0.5656461577431168, 0.6010755653612796, 0.0, 0.4574182803590583, 0.02125852918877938, 0.34507602339181287, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7491043003562838, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.35977798823866264, 0.951769043407861, 0.7342184797278032, 0.9886105284773458, 0.9376412183448197, 0.810375134560617, 0.6212693564807373, 0.4590949851693454, 0.5941358442237795, 0.6882450461829952, 0.0, 0.5332883564799579, 0.022409053129595295, 0.6265316090123378, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7918662306150438, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.0147 | 40.0 | 800 | 2.4113 | 0.1317 | 0.1852 | 0.5314 | [0.0647724193019242, 0.5490370853776783, 0.5845543956355125, 0.9081930840413442, 0.5426828696100972, 0.35705235752629566, 0.5094074855744404, 0.4676395552825417, 0.5288747409832127, 0.6018093024093997, 0.0, 0.5010061199850123, 0.022554099359951233, 0.33897784386251645, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7394790378555187, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.40006166993370484, 0.9520243431780911, 0.7357486361649147, 0.9846429147659768, 0.936693688805384, 0.7699320043059398, 0.6078470771044312, 0.48574417695615185, 0.5559178188443049, 0.6590944975132234, 0.0, 0.5940564733758968, 0.023655776484879484, 0.5857807224310377, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7822766114569047, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.0964 | 41.0 | 820 | 2.4139 | 0.1377 | 0.1913 | 0.5430 | [0.06701864583312508, 0.5562243639135986, 0.6007754510774709, 0.8982411725516323, 0.5413865546218487, 0.35082826358923097, 0.5479477149538249, 0.5486800743987731, 0.5407680327196952, 0.6050719623581511, 0.0, 0.49847521008983153, 0.02570463580117763, 0.34732798553835725, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7561096860148343, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3691826531286479, 0.9447241497482652, 0.7311676709308293, 0.9887938747671502, 0.9391475473562306, 0.8081880987095807, 0.6811471896265338, 0.5799360787289324, 0.5652344489840093, 0.6903370963922002, 0.0, 0.594418482195748, 0.02749184834729237, 0.6528211335499352, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.8022787213841123, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.463 | 42.0 | 840 | 2.4086 | 0.1340 | 0.1911 | 0.5440 | [0.06704822836906385, 0.5598301229653849, 0.5860627869841925, 0.8902127659574468, 0.5255174786241609, 0.33118816500453824, 0.5496893392590004, 0.5310630340436802, 0.5845930728544617, 0.6066866370554006, 0.0, 0.4812172820548615, 0.02446245402075421, 0.35122415698978865, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7441653589741027, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.35361099486818054, 0.941998652201213, 0.729038757627022, 0.9895859307391056, 0.9402489492140363, 0.7980228105795304, 0.6743288860311847, 0.5648352532707916, 0.6180362022782002, 0.6955080129470277, 0.0, 0.5672349108141908, 0.026149223195447862, 0.6814677963942155, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7854520519042093, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.824 | 43.0 | 860 | 2.3801 | 0.1341 | 0.1906 | 0.5449 | [0.07065659891482035, 0.5620792195677092, 0.5753344101949517, 0.8958915223578858, 0.5083191079715871, 0.33061714852829793, 0.5501985377885434, 0.5293033121226954, 0.6033663467515988, 0.6090535695638554, 0.0, 0.4856594697548972, 0.0244344438068199, 0.34485169394397835, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.747315325413585, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3698434024183424, 0.9451289493839455, 0.7345796346632706, 0.9879944849436026, 0.9429214684278299, 0.776234210418739, 0.6663451749450785, 0.5594433331034007, 0.6390098938463342, 0.6906726138785821, 0.0, 0.5748206410847101, 0.025861517805766895, 0.6389543649529634, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7877518725603967, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.197 | 44.0 | 880 | 2.4097 | 0.1340 | 0.1907 | 0.5405 | [0.06942507979170166, 0.5505133544275901, 0.5891060496596828, 0.8918872442028123, 0.5518377765713252, 0.34026001522096144, 0.5483763898877027, 0.46414132536473895, 0.5650613851515399, 0.6065040367483296, 0.0, 0.5252792154726232, 0.02663713635819466, 0.35268422172690717, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.754230868897881, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.36410589608616173, 0.9479924468067978, 0.7362285920659963, 0.9889552195021781, 0.9384267770228136, 0.8102729366236527, 0.6639473825215667, 0.48570968706169093, 0.5929814118347357, 0.6879490013420699, 0.0, 0.6346014611992364, 0.028450866312895597, 0.668662801809263, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7983437071421036, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.4058 | 45.0 | 900 | 2.3987 | 0.1336 | 0.1891 | 0.5388 | [0.06531909812350493, 0.5536143722335568, 0.5922260942825412, 0.8965001097665631, 0.5296563129594182, 0.3530812191037743, 0.5473530894627752, 0.463484276592736, 0.5757513450532881, 0.6058616076857595, 0.0, 0.5062306368330465, 0.025323275862068964, 0.3515087654292397, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.748109273042923, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.36746470497544215, 0.9498830451052594, 0.7348932692124922, 0.9883171744136585, 0.9389207881502117, 0.7800700396527995, 0.6544231902695172, 0.4898657193442321, 0.606113080260108, 0.6882845188284519, 0.0, 0.6049661028105049, 0.02704430663001087, 0.6446454736573868, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7910117100960017, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
2.0245 | 46.0 | 920 | 2.3868 | 0.1336 | 0.1887 | 0.5377 | [0.06691510581367063, 0.5466785844340716, 0.5920307692307692, 0.8967646726449648, 0.526093885170514, 0.35313708502837626, 0.543169495847701, 0.4450525693581667, 0.5847202538203647, 0.6055201099792027, 0.0, 0.5273298771278115, 0.024666105161833714, 0.34661517546709014, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7541791727126359, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.37867541792392573, 0.9495265454261091, 0.7314718014028018, 0.989358581339748, 0.9357542578090201, 0.7664913404281413, 0.6562315812034507, 0.46743004299740176, 0.6158265465335462, 0.6780611036551669, 0.0, 0.6376949911143289, 0.026213157726488075, 0.6118154212057506, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.800548581073953, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.1591 | 47.0 | 940 | 2.4038 | 0.1320 | 0.1885 | 0.5349 | [0.06708907258089067, 0.5503083929176017, 0.5903574690851032, 0.9021894097094397, 0.5017172320123191, 0.3318154838366747, 0.5398910023509297, 0.43924314283673055, 0.56348879154857, 0.6031206896551724, 0.0, 0.5126945351741553, 0.026995480800885884, 0.34797402867955973, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7546568432758758, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.36403982115719224, 0.9458143487670861, 0.7309585812313483, 0.9885151884066474, 0.9393500109330332, 0.7655647457996648, 0.6767802604082945, 0.4594398841139546, 0.5917097324061799, 0.6903963053603852, 0.0, 0.6147238860001316, 0.028834473499136884, 0.6384659489074346, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.8018039877624222, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.3481 | 48.0 | 960 | 2.3977 | 0.1323 | 0.1887 | 0.5373 | [0.06848143408031987, 0.5412705227006198, 0.59926463382606, 0.8907786831210611, 0.518424612738203, 0.33700848946803896, 0.5372842102907777, 0.42452627223831196, 0.5811895036726848, 0.6024708543587959, 0.0, 0.5040259419055209, 0.03241278636756338, 0.3497143643746989, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.761470614438868, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.36062594982710394, 0.9511595439564104, 0.726486912885628, 0.9909793625416196, 0.9372443897342868, 0.8049041383351275, 0.6432915394095269, 0.44236738635579775, 0.6108525663573149, 0.6833504381463645, 0.0, 0.6036003422628842, 0.03478038488587686, 0.6473848506083965, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.8115096529169744, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
1.3211 | 49.0 | 980 | 2.4090 | 0.1327 | 0.1881 | 0.5365 | [0.06812400120522825, 0.5577177575404934, 0.5995025942283778, 0.895559347013563, 0.5348833992003726, 0.3415826911677534, 0.543290597814585, 0.46160111833922224, 0.551615604268201, 0.604631322364412, 0.0, 0.4878224189198534, 0.02755233446138181, 0.3400869689874325, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7530296408137317, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.3933991145959518, 0.9479648468316378, 0.7308207721112358, 0.9893292459333793, 0.9393500109330332, 0.8009252319893169, 0.6533649466859561, 0.48212273803775496, 0.5793040937254796, 0.6853832793873845, 0.0, 0.5803988678996906, 0.02940988427849882, 0.6045316514832983, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7997573583711362, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
0.8836 | 50.0 | 1000 | 2.4060 | 0.1324 | 0.1890 | 0.5382 | [0.06898704801786595, 0.5497451785216755, 0.5986813527769159, 0.9022528680175833, 0.5166015320377707, 0.3347711733614926, 0.5427354692750441, 0.437759221673138, 0.5757422496153203, 0.59943075297406, 0.0, 0.4874169238897695, 0.030425963488843813, 0.3469097906262885, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.7613771505589472, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] | [0.36501993260357246, 0.9484777463700282, 0.7335436902431143, 0.9874664476289657, 0.9388559998056349, 0.8143063485358443, 0.6555618067834753, 0.45624956887631923, 0.6057478106370122, 0.6941462066787716, 0.0, 0.5768445994866057, 0.03260661083050956, 0.6431802255208001, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.8104863382213313, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan] |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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Model tree for NatalieCheong/segformer-b0-scene-parse-150
Base model
nvidia/mit-b0