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Table 4 The parameter training using F1-measure with three-fold cross-validation

From: An approach for transgender population information extraction and summarization from clinical trial text

μ Round 1 Round 2 Round 3 Round 4 Round 5 Round 6 Round 7 Round 8 Round 9 Round 10
1 0.162 0.163 0.174 0.157 0.159 0.162 0.162 0.158 0.157 0.156
2 0.599 0.563 0.659 0.599 0.611 0.618 0.555 0.607 0.591 0.616
3 0.741 0.724 0.830 0.747 0.726 0.769 0.731 0.745 0.748 0.763
4 0.866 0.849 0.853 0.873 0.859 0.888 0.863 0.877 0.872 0.879
5 0.873 0.855 0.857 0.869 0.864 0.892 0.867 0.886 0.878 0.882
6 0.854 0.835 0.834 0.846 0.844 0.873 0.855 0.880 0.858 0.861
7 0.838 0.820 0.834 0.828 0.830 0.858 0.840 0.860 0.843 0.843
8 0.838 0.822 0.836 0.829 0.831 0.859 0.842 0.862 0.845 0.845
9 0.838 0.822 0.836 0.829 0.831 0.859 0.842 0.862 0.845 0.845
10 0.840 0.824 0.837 0.831 0.833 0.861 0.844 0.863 0.847 0.845