asahi417's picture
model update
238eb24
{"micro/f1": 0.6439333862014274, "micro/f1_ci": {"90": [0.6234163633400337, 0.6617054879836103], "95": [0.620296601140631, 0.6652159767398678]}, "micro/recall": 0.6320705760249092, "micro/precision": 0.65625, "macro/f1": 0.6031387609223192, "macro/f1_ci": {"90": [0.5814650043179064, 0.6214737405579287], "95": [0.5769478753146529, 0.6247167595269991]}, "macro/recall": 0.5938222468969824, "macro/precision": 0.6135739317575558, "per_entity_metric": {"corporation": {"f1": 0.5518987341772151, "f1_ci": {"90": [0.495774647887324, 0.6018518518518519], "95": [0.481054054054054, 0.6117767106842738]}, "precision": 0.5343137254901961, "recall": 0.5706806282722513}, "creative_work": {"f1": 0.5172413793103449, "f1_ci": {"90": [0.4618975618975619, 0.5738577425556122], "95": [0.44866459269501097, 0.5829040366996946]}, "precision": 0.5325443786982249, "recall": 0.5027932960893855}, "event": {"f1": 0.42911877394636017, "f1_ci": {"90": [0.38280066287878795, 0.4780351622131284], "95": [0.3752165216808781, 0.4866137266023824]}, "precision": 0.4357976653696498, "recall": 0.4226415094339623}, "group": {"f1": 0.559463986599665, "f1_ci": {"90": [0.5110015268737078, 0.6065222988556122], "95": [0.5, 0.6178964376394552]}, "precision": 0.583916083916084, "recall": 0.5369774919614148}, "location": {"f1": 0.6546546546546548, "f1_ci": {"90": [0.5867749707685221, 0.7157319269359402], "95": [0.5732812621501827, 0.7224163619125017]}, "precision": 0.6488095238095238, "recall": 0.6606060606060606}, "person": {"f1": 0.8397600685518423, "f1_ci": {"90": [0.8127127749861485, 0.8636382189239333], "95": [0.806420397665552, 0.86896508864127]}, "precision": 0.8581436077057794, "recall": 0.8221476510067114}, "product": {"f1": 0.669833729216152, "f1_ci": {"90": [0.6180720440280364, 0.715330305760356], "95": [0.6086568322981365, 0.7247099284158108]}, "precision": 0.7014925373134329, "recall": 0.6409090909090909}}}