. Author manuscript; available in PMC: 2024 Mar 29.

Published in final edited form as: J Biomed Inform. 2023 Apr 24;142:104370. doi: 10.1016/j.jbi.2023.104370

Table 3.

Performance of event classification for the test set.

Model	Overall (Micro)	Disposition (Strict)			No Disposition (Strict)			Undetermined (Strict)
		Pre	Rec	F1	Pre	Rec	F1	Pre	Rec	F1
GatorTron	0.9379	0.8782	0.8671	0.8726	0.9648	0.9655	0.9652	0.6911	0.7025	0.6967
GatorTronS	0.9362	0.8490	0.8232	0.8359	0.8893	0.9310	0.9097	0.7258	0.5172	0.6040
RoBERTa	0.8588	0.8111	0.7374	0.7725	0.8346	0.9255	0.8777	0.6600	0.3793	0.4818
RoBERTa MIMIC	0.9251	0.8323	0.8797	0.8554	0.9646	0.9609	0.9628	0.7383	0.6529	0.6930
ALBERT	0.8472	0.8111	0.7374	0.7725	0.8346	0.9255	0.8777	0.6600	0.3793	0.4818
ALBERT MIMIC	0.9179	0.8012	0.8797	0.8386	0.9666	0.9533	0.9599	0.7103	0.6281	0.6667

Best precision, recall, and F1-scores are highlighted in bold.