bert-large-tweetner7-all / eval /metric.test_2021.json
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model update
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{"micro/f1": 0.6358014184397163, "micro/f1_ci": {"90": [0.626687324917235, 0.6449412548744916], "95": [0.6246460521646338, 0.6465123623688929]}, "micro/recall": 0.647895467160037, "micro/precision": 0.6241506071070514, "macro/f1": 0.5900128438830615, "macro/f1_ci": {"90": [0.5803525272420662, 0.5998813669168028], "95": [0.5788003497848505, 0.601259279937617]}, "macro/recall": 0.6041427086183797, "macro/precision": 0.5789290375636192, "per_entity_metric": {"corporation": {"f1": 0.5013333333333333, "f1_ci": {"90": [0.4773041121935053, 0.5251458394589827], "95": [0.47212530903053357, 0.5299806250616865]}, "precision": 0.48205128205128206, "recall": 0.5222222222222223}, "creative_work": {"f1": 0.4016441573693482, "f1_ci": {"90": [0.3726155462184874, 0.4322116501076389], "95": [0.3661632723388598, 0.4400077984403119]}, "precision": 0.35185185185185186, "recall": 0.46785225718194257}, "event": {"f1": 0.47004180213655367, "f1_ci": {"90": [0.44757361821728175, 0.49203100743385103], "95": [0.4413532011324317, 0.49699281439717774]}, "precision": 0.48007590132827327, "recall": 0.4604185623293904}, "group": {"f1": 0.5973851827019778, "f1_ci": {"90": [0.5768783472459447, 0.6186116613189769], "95": [0.5739186663249559, 0.6234884659948738]}, "precision": 0.6081911262798635, "recall": 0.5869565217391305}, "location": {"f1": 0.6720321931589538, "f1_ci": {"90": [0.6440601569406398, 0.6977364758273161], "95": [0.6338632755879807, 0.7029718042123281]}, "precision": 0.6464516129032258, "recall": 0.6997206703910615}, "person": {"f1": 0.8185623293903548, "f1_ci": {"90": [0.8069829934867924, 0.8294376799389931], "95": [0.8044913837616584, 0.8315346050035313]}, "precision": 0.8081207330219188, "recall": 0.8292772861356932}, "product": {"f1": 0.6690909090909091, "f1_ci": {"90": [0.6468565841312396, 0.6917961840792326], "95": [0.6434676970626467, 0.6968318058220542]}, "precision": 0.6757607555089192, "recall": 0.6625514403292181}}}