bertweet-large-tweetner7-all / eval /metric.test_2020.json
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{"micro/f1": 0.6675704989154012, "micro/f1_ci": {"90": [0.6478782487489827, 0.686330134406657], "95": [0.643485580441, 0.689784971727218]}, "micro/recall": 0.6388168137000519, "micro/precision": 0.6990346394094265, "macro/f1": 0.6307734401161805, "macro/f1_ci": {"90": [0.6086331719773058, 0.650352710597749], "95": [0.6044641232125019, 0.6551010145551667]}, "macro/recall": 0.6085863177550797, "macro/precision": 0.6616549497337102, "per_entity_metric": {"corporation": {"f1": 0.5888594164456233, "f1_ci": {"90": [0.5313343849856409, 0.6377922295678834], "95": [0.5233514118457299, 0.6485181964142359]}, "precision": 0.5967741935483871, "recall": 0.581151832460733}, "creative_work": {"f1": 0.5524296675191815, "f1_ci": {"90": [0.49640524689644966, 0.6021000260333806], "95": [0.48969679633867275, 0.610844280240832]}, "precision": 0.5094339622641509, "recall": 0.6033519553072626}, "event": {"f1": 0.4888888888888889, "f1_ci": {"90": [0.43619555287353434, 0.5418402724977951], "95": [0.42727297146820076, 0.5512992831541219]}, "precision": 0.5260869565217391, "recall": 0.45660377358490567}, "group": {"f1": 0.5985130111524165, "f1_ci": {"90": [0.5485224195478304, 0.650063025210084], "95": [0.534749739311783, 0.6577725388960302]}, "precision": 0.7092511013215859, "recall": 0.5176848874598071}, "location": {"f1": 0.6666666666666666, "f1_ci": {"90": [0.598896163716523, 0.7267257383966245], "95": [0.5836553829874008, 0.744198416625433]}, "precision": 0.6607142857142857, "recall": 0.6727272727272727}, "person": {"f1": 0.8349178910976663, "f1_ci": {"90": [0.8089173822232536, 0.8576861436442418], "95": [0.8028489054150965, 0.8630879876393839]}, "precision": 0.8609625668449198, "recall": 0.8104026845637584}, "product": {"f1": 0.6851385390428212, "f1_ci": {"90": [0.6308652472005644, 0.7338255988615702], "95": [0.6200345849802371, 0.7411211707957673]}, "precision": 0.768361581920904, "recall": 0.6181818181818182}}}