Skip to main content

Table 3 The performance of CRF with feature CWS and n-gram

From: Enriching the international clinical nomenclature with Chinese daily used synonyms and concept recognition in physician notes

Models TP FP FN P R F Total
CWS1 + U 9427 1598 1791 0.855 0.840 0.848 11,218
CWS1 + UB 9650 1210 1568 0.889 0.860 0.874 11,218
CWS1 + UBT 9616 1104 1602 0.897 0.857 0.877 11,218
CWS1 + UBTQ 9510 1012 1708 0.903 0.848 0.875 11,218
CWS2 + U 9367 1676 1851 0.848 0.835 0.842 11,218
CWS2 + UB 9646 1250 1572 0.885 0.860 0.872 11,218
CWS2 + UBT 9635 1111 1583 0.897 0.859 0.877 11,218
CWS2 + UBTQ 9571 1042 1647 0.902 0.853 0.877 11,218
CWS3 + U 9282 1745 1936 0.842 0.827 0.835 11,218
CWS3 + UB 9614 1296 1604 0.881 0.857 0.869 11,218
CWS3 + UBT 9637 1145 1581 0.894 0.859 0.876 11,218
CWS3 + UBTQ 9559 1057 1659 0.900 0.852 0.876 11,218
CWS4 + U 9184 1749 2034 0.840 0.819 0.829 11,218
CWS4 + UB 9553 1331 1665 0.878 0.852 0. 864 11,218
CWS4 + UBT 9599 1156 1619 0.893 0.856 0.874 11,218
CWS4 + UBTQ 9542 1083 1676 0.898 0.851 0.874 11,218