bert-base-tweetner7-all / eval /metric.test_2020.json
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model update
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{"micro/f1": 0.6210070384407147, "micro/f1_ci": {"90": [0.598677414852038, 0.6408161660194358], "95": [0.5946501055829765, 0.6451765433928058]}, "micro/recall": 0.5952257394914374, "micro/precision": 0.6491228070175439, "macro/f1": 0.577436139660066, "macro/f1_ci": {"90": [0.553295935898165, 0.5979250785226665], "95": [0.5491543194937442, 0.6020438981681012]}, "macro/recall": 0.549500601374034, "macro/precision": 0.6119340101835135, "per_entity_metric": {"corporation": {"f1": 0.5654761904761905, "f1_ci": {"90": [0.5016501650165016, 0.616316099488875], "95": [0.4921110450408684, 0.62540329151051]}, "precision": 0.6551724137931034, "recall": 0.4973821989528796}, "creative_work": {"f1": 0.4152046783625731, "f1_ci": {"90": [0.353622668579627, 0.4713502460914881], "95": [0.3405208523037697, 0.4846713528693937]}, "precision": 0.43558282208588955, "recall": 0.39664804469273746}, "event": {"f1": 0.450354609929078, "f1_ci": {"90": [0.40072106996250306, 0.4983622553239021], "95": [0.39129403514561506, 0.5080412036406674]}, "precision": 0.42474916387959866, "recall": 0.47924528301886793}, "group": {"f1": 0.5423143350604491, "f1_ci": {"90": [0.48928618711385696, 0.5931441022144487], "95": [0.47662690763762394, 0.6043063856034276]}, "precision": 0.585820895522388, "recall": 0.5048231511254019}, "location": {"f1": 0.605263157894737, "f1_ci": {"90": [0.5276388094586867, 0.6763224071389902], "95": [0.5114728539985327, 0.6883279763714547]}, "precision": 0.6618705035971223, "recall": 0.5575757575757576}, "person": {"f1": 0.8185801928133217, "f1_ci": {"90": [0.7927262257895654, 0.8431634280358857], "95": [0.7871878287083727, 0.8474604661726711]}, "precision": 0.8568807339449541, "recall": 0.7835570469798657}, "product": {"f1": 0.6448598130841121, "f1_ci": {"90": [0.590887445887446, 0.6986353389977458], "95": [0.5809278885848259, 0.7056143195046112]}, "precision": 0.6634615384615384, "recall": 0.6272727272727273}}}