Table 5 MCSR-NER-Model parameter settings.

From: Automatic construction of risk transmission network about subway construction based on deep learning models

Parameter

Value

Parameter

Value

Parameter

Value

Parameter

Value

Word_dim

100

Max_epoch

200

Dropout_keep

0.5

Learning-rate

0.001

Lstm_dim

100

Batch_size

20

Tag_schema

BIOES

Pre_emb

True

Optimizer

Adam

Clip

5.0