Token Classification
Flair
PyTorch
Spanish
sequence-tagger-model
File size: 1,830 Bytes
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EPOCH	TIMESTAMP	LEARNING_RATE	TRAIN_LOSS	DEV_LOSS	DEV_PRECISION	DEV_RECALL	DEV_F1	DEV_ACCURACY
1	19:16:41	0.0000	0.19026665994182357	0.08347803354263306	0.2119	0.2807	0.2415	0.1517
2	19:20:19	0.0000	0.07510200789904357	0.06594807654619217	0.6336	0.7281	0.6776	0.5355
3	19:23:56	0.0000	0.051059842073423525	0.06074140965938568	0.6457	0.7193	0.6805	0.543
4	19:27:35	0.0000	0.04975723893997647	0.06857836991548538	0.7523	0.7193	0.7354	0.5942
5	19:31:13	0.0000	0.03971213988859546	0.08110673725605011	0.7018	0.7018	0.7018	0.5674
6	19:34:49	0.0000	0.03546830191468582	0.07366479188203812	0.7107	0.7544	0.7319	0.5972
7	19:38:25	0.0000	0.03473060495712673	0.07581108063459396	0.661	0.6842	0.6724	0.5417
8	19:42:01	0.0000	0.031095477296456932	0.07848106324672699	0.7107	0.7544	0.7319	0.6014
9	19:45:38	0.0000	0.025149721216192127	0.08854210376739502	0.7143	0.7456	0.7296	0.5986
10	19:49:14	0.0000	0.023745396892456357	0.06483861804008484	0.6535	0.7281	0.6888	0.5461
11	19:52:50	0.0000	0.022273265507065026	0.06557412445545197	0.6942	0.7368	0.7149	0.5833
12	19:56:25	0.0000	0.021611838273819493	0.06691710650920868	0.7016	0.7632	0.7311	0.5959
13	20:00:01	0.0000	0.01710983789516771	0.06450295448303223	0.7373	0.7632	0.75	0.6214
14	20:03:39	0.0000	0.015293634907960702	0.0911756381392479	0.7049	0.7544	0.7288	0.5972
15	20:07:15	0.0000	0.012690879626054398	0.0763971135020256	0.7391	0.7456	0.7424	0.6159
16	20:10:51	0.0000	0.013051816123982237	0.07494457066059113	0.7436	0.7632	0.7532	0.6304
17	20:14:28	0.0000	0.01346253304226053	0.07131695002317429	0.7083	0.7456	0.7265	0.5944
18	20:18:04	0.0000	0.011784355731974503	0.06895702332258224	0.6855	0.7456	0.7143	0.5822
19	20:21:39	0.0000	0.011475109279551204	0.06978413462638855	0.7143	0.7456	0.7296	0.5986
20	20:25:15	0.0000	0.01079436888010318	0.06992758810520172	0.7143	0.7456	0.7296	0.5986