Multiple-level biomedical event trigger recognition with transfer learning

BMC Bioinformatics

Table 7 Detailed performance results achieved by the proposed MLTrigNer and the other leading trigger recognition systems, respectively

Trigger Recognition System	Precision	Recall	F1-Measure
Our MLTrigNer system	83.31	79.40	81.31
SVM-based System [10]	81.44	69.48	75.67
SVM-based System [13]	75.56	81.29	78.32
Neural Network based System [14]	71.04	84.60	77.23
CNN-based System [15]	80.67	76.76	78.67
RNN-based System [16]	79.78	78.45	79.11

ISSN: 1471-2105