bert-base-tweetner7-random / eval /metric.test_2020.json
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model update
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{"micro/f1": 0.6103825136612021, "micro/f1_ci": {"90": [0.5886597809593919, 0.630754232709721], "95": [0.5853510478005706, 0.6344224019458733]}, "micro/recall": 0.5796574987026466, "micro/precision": 0.6445470282746683, "macro/f1": 0.5675359874657813, "macro/f1_ci": {"90": [0.5455416290059489, 0.5872544909762225], "95": [0.5421124912878689, 0.5910870158401571]}, "macro/recall": 0.5387624182505003, "macro/precision": 0.6021803835272678, "per_entity_metric": {"corporation": {"f1": 0.539440203562341, "f1_ci": {"90": [0.48223350253807107, 0.5925925925925926], "95": [0.47027027027027024, 0.6024160642570282]}, "precision": 0.5247524752475248, "recall": 0.5549738219895288}, "creative_work": {"f1": 0.42771084337349397, "f1_ci": {"90": [0.3701389008713657, 0.48001129943502824], "95": [0.35945076955513383, 0.4898017326588755]}, "precision": 0.46405228758169936, "recall": 0.39664804469273746}, "event": {"f1": 0.39147286821705424, "f1_ci": {"90": [0.3423689033075527, 0.4384615384615384], "95": [0.33401924920284043, 0.4479486677526936]}, "precision": 0.40239043824701193, "recall": 0.38113207547169814}, "group": {"f1": 0.5306859205776173, "f1_ci": {"90": [0.4740687545714476, 0.5835123669931646], "95": [0.4626316755585294, 0.5926018983807928]}, "precision": 0.6049382716049383, "recall": 0.47266881028938906}, "location": {"f1": 0.6266666666666666, "f1_ci": {"90": [0.5584730144800351, 0.689055929352397], "95": [0.5435147751150357, 0.7016515521450994]}, "precision": 0.6962962962962963, "recall": 0.5696969696969697}, "person": {"f1": 0.805944055944056, "f1_ci": {"90": [0.7759176252073368, 0.8316523801385778], "95": [0.7702132619352088, 0.8373703976596187]}, "precision": 0.8412408759124088, "recall": 0.7734899328859061}, "product": {"f1": 0.6508313539192399, "f1_ci": {"90": [0.6010349610090543, 0.6958744811793329], "95": [0.5892310901468917, 0.7061625360343002]}, "precision": 0.681592039800995, "recall": 0.6227272727272727}}}