bert-large-tweetner7-2021 / eval /metric.test_2020.json
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model update
1ca266f
{"micro/f1": 0.5662616558349817, "micro/f1_ci": {"90": [0.5454995934256639, 0.5875092213706942], "95": [0.5425866998697456, 0.5920983770545653]}, "micro/recall": 0.519979242345615, "micro/precision": 0.6215880893300249, "macro/f1": 0.5096985017746614, "macro/f1_ci": {"90": [0.48748317612063496, 0.5319882567266163], "95": [0.4844618671113482, 0.5363490059404551]}, "macro/recall": 0.47520198274721537, "macro/precision": 0.5628721370469417, "per_entity_metric": {"corporation": {"f1": 0.4931506849315068, "f1_ci": {"90": [0.43111058336584623, 0.5454765041721563], "95": [0.4235045567522783, 0.554688888888889]}, "precision": 0.5172413793103449, "recall": 0.4712041884816754}, "creative_work": {"f1": 0.3157894736842105, "f1_ci": {"90": [0.25305184142622567, 0.37604984025559096], "95": [0.23929824561403507, 0.3846219931271478]}, "precision": 0.4827586206896552, "recall": 0.2346368715083799}, "event": {"f1": 0.30385487528344673, "f1_ci": {"90": [0.2511617287883615, 0.3582357271936283], "95": [0.2435547967917763, 0.3728851647305275]}, "precision": 0.3806818181818182, "recall": 0.2528301886792453}, "group": {"f1": 0.502692998204668, "f1_ci": {"90": [0.45108915906788244, 0.5562174896540221], "95": [0.43689164466435204, 0.5718759253384094]}, "precision": 0.5691056910569106, "recall": 0.45016077170418006}, "location": {"f1": 0.5975609756097562, "f1_ci": {"90": [0.5342913251566929, 0.6546546546546547], "95": [0.5232513416815743, 0.6645611137764328]}, "precision": 0.6012269938650306, "recall": 0.593939393939394}, "person": {"f1": 0.7607361963190183, "f1_ci": {"90": [0.7331188694509051, 0.7864466361308117], "95": [0.7277244030211747, 0.7904014991482111]}, "precision": 0.7963302752293578, "recall": 0.7281879194630873}, "product": {"f1": 0.5941043083900227, "f1_ci": {"90": [0.5444883712647363, 0.6420348374103892], "95": [0.5323734534856055, 0.6513813358794469]}, "precision": 0.5927601809954751, "recall": 0.5954545454545455}}}