bert-base-tweetner7-random / eval /metric.test_2021.json
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{"micro/f1": 0.609117361784675, "micro/f1_ci": {"90": [0.6000414265573856, 0.6190415373631918], "95": [0.5981509067764902, 0.6206829089362571]}, "micro/recall": 0.6172525439407955, "micro/precision": 0.6011938281337988, "macro/f1": 0.559165089199025, "macro/f1_ci": {"90": [0.5497301707952231, 0.5689166903459428], "95": [0.5476856978181925, 0.5710003811206343]}, "macro/recall": 0.5694430718770875, "macro/precision": 0.5499368578582033, "per_entity_metric": {"corporation": {"f1": 0.46514047866805414, "f1_ci": {"90": [0.4422362753387115, 0.48909159792525936], "95": [0.43623003635525726, 0.49374912858221975]}, "precision": 0.43737769080234834, "recall": 0.49666666666666665}, "creative_work": {"f1": 0.3904698874917273, "f1_ci": {"90": [0.36092434680684116, 0.4211238997968856], "95": [0.35687967318425945, 0.42683661009613894]}, "precision": 0.3782051282051282, "recall": 0.40355677154582764}, "event": {"f1": 0.4183066361556064, "f1_ci": {"90": [0.39546956111373294, 0.4397802739202638], "95": [0.39134522763851565, 0.44413293286890765]}, "precision": 0.4208103130755064, "recall": 0.41583257506824384}, "group": {"f1": 0.5614035087719299, "f1_ci": {"90": [0.5405763591247462, 0.5834728306426968], "95": [0.5359571482288267, 0.5869609145475759]}, "precision": 0.5753803596127247, "recall": 0.5480895915678524}, "location": {"f1": 0.6389645776566757, "f1_ci": {"90": [0.6109104048765331, 0.6688442881364794], "95": [0.605244670105696, 0.6721568117825428]}, "precision": 0.6236702127659575, "recall": 0.6550279329608939}, "person": {"f1": 0.8044590643274854, "f1_ci": {"90": [0.7932438610200235, 0.8160130648695689], "95": [0.7909297225622194, 0.8184663212435235]}, "precision": 0.797463768115942, "recall": 0.8115781710914455}, "product": {"f1": 0.6354114713216957, "f1_ci": {"90": [0.6130714623048149, 0.6565474489604781], "95": [0.6085662982071728, 0.6597266285956008]}, "precision": 0.616650532429816, "recall": 0.6553497942386831}}}