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. Author manuscript; available in PMC: 2022 Oct 5.
Published in final edited form as: IEEE J Biomed Health Inform. 2022 Jun 3;26(6):2796–2803. doi: 10.1109/JBHI.2022.3141976

TABLE VII.

Test Micro/Macro F1 Scores for CUI and NPMI Keywords With Fixed α = 1.0 and Varying K on the Development Dataset

CNN + CUI CNN + NPMI
K Site Subsite Histology Site Subsite Histology
1 93.64/71.50 78.33/40.53 84.17/46.90 93.50/70.92 77.82/36.67 83.91/40.84
5 93.67/71.31 78.46/39.65 84.53/45.42 93.68/71.06 78.26/38.24 84.19/43.63
10 93.55/70.74 78.55/39.59 84.39/43.76 93.58/70.94 78.32/38.16 84.03/41.80
20 93.61/71.29 78.35/38.88 84.30/42.06 93.66/70.87 78.07/37.96 84.22/41.11