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. Author manuscript; available in PMC: 2019 Jan 1.
Published in final edited form as: J Biomed Inform. 2017 Nov 23;77:11–20. doi: 10.1016/j.jbi.2017.11.012

Table 3.

Performance measures of Bag-of-Words model on both Stanford and UPMC dataset

Simple baseline - Bag-of-Words (BoW) Model
Labels Stanford dataset UPMC dataset
Precision Recall F1-score Precision Recall F1-score
PE acute 72.38% 83.53% 77.11% 82.04% 81.55% 81.79%
PE present 78.15% 88.75% 82.49% 83.19% 83.46% 83.33%
PE subsegmental only 72.82% 76.92% 74.70% N/A