Skip to main content
. Author manuscript; available in PMC: 2016 Dec 19.
Published in final edited form as: Proc Conf Empir Methods Nat Lang Process. 2016 Nov;2016:856–865. doi: 10.18653/v1/d16-1082

Table 2.

Cross validated micro-average of Precision, Recall and F-score for all medical tags

Strict Evaluation (Exact Match Relaxed Evaluation (Word based)
Models Recall Precision F-score Recall Precision F-score
Bi-LSTM 0.8101 0.7845 0.7971 0.8402 0.8720 0.8558
Bi-LSTM CRF 0.7890 0.8066 0.7977 0.8068 0.8839 0.8436
Bi-LSTM CRF-pair 0.8073 0.8266 0.8169 0.8245 0.8527 0.8384
Approximate Skip-Chain CRF 0.8364 0.8062 0.8210 0.8614 0.8651 0.8632