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. Author manuscript; available in PMC: 2019 Nov 13.
Published in final edited form as: Stud Health Technol Inform. 2019 Aug 21;264:188–192. doi: 10.3233/SHTI190209

Table 2.

Model performance in different training settings.

No Pre + Raw No Pre + BIO Pre + Raw Pre + BIO
Best Ave. Best Ave. Best Ave. Best Ave.
Test set (Span) Precision 0.78 0.76 0.84 0.85 0.93 0.87 0.86 0.83
Recall 0.62 0.63 0.68 0.66 0.80 0.70 0.71 0.7
F1 score 0.69 0.66 0.75 0.74 0.89 0.78 0.78 0.73
Test set (Trunk) Precision 0.54 0.52 0.58 0.53 0.74 0.61 0.63 0.63
Recall 0.53 0.51 0.56 0.52 0.74 0.56 0.64 0.61
F1 score 0.53 0.52 0.57 0.54 0.74 0.58 0.64 0.62