From: Enhancing efficiency and capacity of telehealth services with intelligent triage: a bidirectional LSTM neural network model employing character embedding
Model
macro-P
macro-R
macro-F1
2 layers-Bi-LSTM + word embedding(news corpus)
83.36%
83.21%
83.11%
2 layers-Bi-LSTM + word embedding(clinical corpus)
84.55%
84.53%
84.49%
2 layers-Bi-LSTM + character embedding(clinical corpus)
85.50%
85.55%
85.45%