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. 2019 Feb 20;21(2):e12783. doi: 10.2196/12783

Table 6.

Performance in the Japanese subtask (19 participating systems and 2 baseline systems).

System IDa Exact matchb F1 Precision Recall Hamming loss
Micro Macro Micro Macro Micro Macro
NAIST-ja-2 0.880 0.920 0.906 0.899 0.887 0.941 0.925 0.019
NAIST-ja-3 0.878 0.919 0.904 0.899 0.885 0.940 0.924 0.019
NAIST-ja-1 0.877 0.918 0.904 0.899 0.887 0.938 0.921 0.020
AKBL-ja-3 0.805 0.872 0.859 0.896 0.883 0.849 0.839 0.029
UE-ja-1 0.805 0.865 0.855 0.831 0.819 0.903 0.902 0.033
KIS-ja-2 0.802 0.871 0.856 0.831 0.815 0.915 0.904 0.032
AKBL-ja-1 0.800 0.869 0.847 0.889 0.873 0.849 0.825 0.030
UE-ja-3 0.800 0.866 0.855 0.823 0.812 0.913 0.911 0.033
AKBL-ja-2 0.795 0.868 0.849 0.891 0.875 0.846 0.827 0.030
KIS-ja-3 0.784 0.855 0.831 0.840 0.816 0.871 0.850 0.034
SVM-unigram 0.761 0.849 0.835 0.843 0.828 0.854 0.842 0.036
KIS-ja-1 0.758 0.849 0.833 0.798 0.782 0.906 0.899 0.038
SVM-bigram 0.752 0.843 0.830 0.838 0.820 0.848 0.845 0.037
NTTMU-ja-1 0.738 0.835 0.829 0.770 0.761 0.913 0.921 0.042
UE-ja-2 0.706 0.815 0.803 0.696 0.702 0.983 0.984 0.052
NIL-ja-1 0.680 0.749 0.742 0.862 0.845 0.662 0.671 0.052
DrG-ja-1 0.653 0.777 0.774 0.825 0.808 0.734 0.779 0.049
NTTMU-ja-3 0.614 0.775 0.773 0.740 0.720 0.814 0.840 0.055
NTTMU-ja-2 0.597 0.770 0.753 0.741 0.706 0.801 0.813 0.056
AITOK-ja-2 0.503 0.706 0.696 0.726 0.738 0.687 0.767 0.067

aThe system ID comprises the group ID (see Multimedia Appendix 1), the abbreviation of subtask (ja indicates Japanese subtask), and the system number from 1 to 3 since each group can submit three systems per subtask.

bThe results are ordered by exact match accuracy.