bert-base-tweetner7-2020 / eval /metric.test_2021.json
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model update
bfb0923
{"micro/f1": 0.6008989019741707, "micro/f1_ci": {"90": [0.5924664556782363, 0.6106294776916564], "95": [0.5905572257793882, 0.6119935888266077]}, "micro/recall": 0.6106614246068455, "micro/precision": 0.591443610706686, "macro/f1": 0.5467450408285621, "macro/f1_ci": {"90": [0.537317329281437, 0.5560337192806812], "95": [0.5354694155361338, 0.5580169049677575]}, "macro/recall": 0.5582367980568581, "macro/precision": 0.537717358363018, "per_entity_metric": {"corporation": {"f1": 0.4411294619072989, "f1_ci": {"90": [0.4151031001476261, 0.4668282751041523], "95": [0.4105067256738155, 0.47152140567132833]}, "precision": 0.42374616171954965, "recall": 0.46}, "creative_work": {"f1": 0.3751552795031057, "f1_ci": {"90": [0.3457281280218126, 0.405156902550491], "95": [0.34063869755792114, 0.41240861376957344]}, "precision": 0.3435722411831627, "recall": 0.4131326949384405}, "event": {"f1": 0.40279069767441866, "f1_ci": {"90": [0.3787119736963134, 0.4261736127060404], "95": [0.3742672669780581, 0.43103672973184526]}, "precision": 0.41198858230256896, "recall": 0.3939945404913558}, "group": {"f1": 0.5576791808873721, "f1_ci": {"90": [0.5357206877355878, 0.5791400107976302], "95": [0.5319548928759554, 0.5857991484361441]}, "precision": 0.5786118980169972, "recall": 0.5382081686429513}, "location": {"f1": 0.6179921773142112, "f1_ci": {"90": [0.5907379257184063, 0.6452965887051165], "95": [0.5849555120039597, 0.6503756726024427]}, "precision": 0.5794621026894865, "recall": 0.6620111731843575}, "person": {"f1": 0.8051622154507977, "f1_ci": {"90": [0.7940780338055736, 0.8169159097793982], "95": [0.7911344383076124, 0.8199079325067802]}, "precision": 0.7833972793861179, "recall": 0.8281710914454278}, "product": {"f1": 0.6273062730627307, "f1_ci": {"90": [0.6036743989614689, 0.6494340793310508], "95": [0.600650185458071, 0.6527402503143698]}, "precision": 0.6432432432432432, "recall": 0.6121399176954733}}}