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. 2020 Jul 9;20(Suppl 3):118. doi: 10.1186/s12911-020-1108-1

Table 2.

Extraction result for TCM clinical terms in the test dataset

Type Character Vector Feature Word Categories Corpus Precision Recall F1
Supervised WIKI 0

Train_2w

+Dev_3.5 k

+Test_5.1 k

0.6831 0.7053 0.6941
Semi-Supervised WIKI 0

Train_2w_10w

+Dev_3.5 k

+Test_5.1 k

0.7782 0.7294 0.7530
TCM 0 0.7474 0.7262 0.7339
0.3TCM + 0.7WIKI 0 0.7893 0.7294 0.7561
0.7TCM + 0.3WIKI 0 0.7503 0.7335 0.7298
0.5TCM + 0.5WIKI 0 0.7935 0.7228 0.7585
0.5TCM + 0.5WIKI 4 0.7889 0.7525 0.7703
0.5TCM + 0.5WIKI 39 0.7932 0.7723 07826
0.5TCM + 0.5WIKI 8 0.7756 0.7987 0.7870