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meddocan-flair-spanish-fast-bilstm-crf

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+ EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
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+ 1 23:31:32 0 0.2000 0.6765336047386591 0.2667730748653412 0.4269 0.2829 0.3403 0.2132
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+ 2 23:37:54 0 0.2000 0.18599382597457034 0.10558532178401947 0.8236 0.7764 0.7993 0.683
4
+ 3 23:44:20 0 0.2000 0.09644518696730474 0.06000390276312828 0.8638 0.8624 0.8631 0.7734
5
+ 4 23:50:41 0 0.2000 0.0673707231556518 0.045093271881341934 0.8712 0.8907 0.8808 0.8011
6
+ 5 23:57:08 0 0.2000 0.05322522603162405 0.03656361997127533 0.9216 0.8955 0.9084 0.8433
7
+ 6 00:03:37 0 0.2000 0.04399777243141912 0.037273112684488297 0.9367 0.9029 0.9195 0.8624
8
+ 7 00:10:00 0 0.2000 0.038327224075497185 0.029755419120192528 0.9366 0.9269 0.9317 0.8812
9
+ 8 00:16:20 0 0.2000 0.03479369702156397 0.028399672359228134 0.9396 0.9245 0.932 0.8812
10
+ 9 00:22:54 0 0.2000 0.030373781787061616 0.028395378962159157 0.947 0.9212 0.9339 0.8889
11
+ 10 00:29:23 0 0.2000 0.027296556983838666 0.025133976712822914 0.9533 0.935 0.944 0.9008
12
+ 11 00:35:45 1 0.2000 0.024284117967258163 0.026334436610341072 0.9311 0.9483 0.9396 0.8949
13
+ 12 00:41:54 0 0.2000 0.023828852725769643 0.02187209390103817 0.9569 0.9388 0.9478 0.9066
14
+ 13 00:48:22 0 0.2000 0.021733566496669927 0.021116062998771667 0.9526 0.9491 0.9509 0.9136
15
+ 14 00:54:55 0 0.2000 0.020467341850635742 0.02108933962881565 0.9605 0.9471 0.9537 0.9206
16
+ 15 01:01:24 1 0.2000 0.01972058605211681 0.020560553297400475 0.9554 0.9483 0.9518 0.9149
17
+ 16 01:07:37 2 0.2000 0.018945940163476317 0.020650509744882584 0.9505 0.9528 0.9516 0.916
18
+ 17 01:13:59 3 0.2000 0.017878530197708537 0.02100243978202343 0.9578 0.9435 0.9506 0.912
19
+ 18 01:20:13 0 0.2000 0.015989790735177683 0.018712053075432777 0.9626 0.954 0.9583 0.9259
20
+ 19 01:26:54 1 0.2000 0.015469721513902473 0.017985524609684944 0.9573 0.9548 0.9561 0.9229
21
+ 20 01:33:06 2 0.2000 0.014530227545293652 0.018309906125068665 0.9602 0.9522 0.9562 0.9217
22
+ 21 01:39:26 3 0.2000 0.013851550492524801 0.018414735794067383 0.9624 0.9531 0.9577 0.9264
23
+ 22 01:45:38 0 0.2000 0.013166887895300638 0.018778858706355095 0.967 0.9554 0.9612 0.9319
24
+ 23 01:52:05 1 0.2000 0.012308135100833683 0.017714107409119606 0.9585 0.9591 0.9588 0.928
25
+ 24 01:58:25 0 0.2000 0.012312046626845513 0.017465807497501373 0.964 0.9612 0.9626 0.9328
26
+ 25 02:04:57 1 0.2000 0.012104390078477948 0.018742656335234642 0.9665 0.9554 0.9609 0.9302
27
+ 26 02:11:23 2 0.2000 0.011070146214661637 0.01924612745642662 0.9679 0.9522 0.96 0.9278
28
+ 27 02:17:48 3 0.2000 0.011400115271761912 0.01935002952814102 0.9619 0.9567 0.9593 0.9292
29
+ 28 02:24:20 4 0.2000 0.009849204304643472 0.018351776525378227 0.9606 0.9593 0.96 0.9295
30
+ 29 02:30:37 5 0.2000 0.00950955649480695 0.01798679679632187 0.9629 0.9562 0.9595 0.9287
31
+ 30 02:36:57 6 0.2000 0.009478755501606819 0.01766378805041313 0.9614 0.9578 0.9596 0.9288
32
+ 31 02:43:13 7 0.2000 0.008632410431512272 0.017775144428014755 0.9619 0.9605 0.9612 0.9326
33
+ 32 02:49:22 8 0.2000 0.008605539157468213 0.019158849492669106 0.9653 0.9555 0.9604 0.9305
34
+ 33 02:55:38 9 0.2000 0.009371197632853616 0.018400516360998154 0.9646 0.9578 0.9612 0.931
35
+ 34 03:01:54 10 0.2000 0.008247643623957896 0.018301010131835938 0.9658 0.9578 0.9617 0.9328
36
+ 35 03:08:05 0 0.2000 0.00799998035140422 0.018051404505968094 0.9673 0.9588 0.963 0.9348
37
+ 36 03:14:30 1 0.2000 0.008177199769456476 0.01777895726263523 0.9666 0.959 0.9628 0.9345
38
+ 37 03:20:37 2 0.2000 0.007593963951376275 0.018867511302232742 0.9665 0.9593 0.9629 0.9348
39
+ 38 03:26:54 0 0.2000 0.0065198589085277816 0.018436787649989128 0.9609 0.9655 0.9632 0.9347
40
+ 39 03:33:17 0 0.2000 0.00763367958525453 0.01816430687904358 0.9679 0.9612 0.9645 0.9373
41
+ 40 03:39:38 1 0.2000 0.006962261597037865 0.01855480670928955 0.9651 0.959 0.962 0.9328
42
+ 41 03:45:53 2 0.2000 0.006942649387545992 0.01870078593492508 0.9663 0.959 0.9626 0.9334
43
+ 42 03:52:06 3 0.2000 0.0067895540787573936 0.01834353432059288 0.9624 0.9609 0.9616 0.9323
44
+ 43 03:58:23 4 0.2000 0.006740232464719854 0.01952836476266384 0.9636 0.9548 0.9592 0.9286
45
+ 44 04:04:38 5 0.2000 0.006813077814261097 0.018793215975165367 0.9626 0.9624 0.9625 0.9335
46
+ 45 04:10:55 0 0.2000 0.006213631904662102 0.01875368133187294 0.9716 0.9604 0.9659 0.9385
47
+ 46 04:17:16 1 0.2000 0.005969843771831773 0.019861916080117226 0.9691 0.9571 0.9631 0.933
48
+ 47 04:23:19 2 0.2000 0.005849423350100135 0.018801940605044365 0.9591 0.9609 0.96 0.9296
49
+ 48 04:29:40 3 0.2000 0.005390282968888268 0.019677503034472466 0.9671 0.9586 0.9629 0.9346
50
+ 49 04:36:06 4 0.2000 0.0058876835324391035 0.019637076184153557 0.9678 0.9629 0.9654 0.9393
51
+ 50 04:42:23 5 0.2000 0.0054331642098644686 0.019652361050248146 0.9679 0.9619 0.9649 0.9377