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Table 4 The BILSTM-GASVR model related parameters

From: A data-driven combined prediction method for the demand for intensive care unit healthcare resources in public health emergencies

Parameters

Values

\(NP\)

60

\(\mathit{max}g{\text{en}}\)

200

\({P}_{c}\)

0.9

\({P}_{m}\)

0.09

\(C\)

[0.01,100]

\(\sigma\)

[0.1,20]

\(\varepsilon\)

[0.001,1]

epoch

30

batch size

57

layers

1

hidden size

64

time step

6

dropout

0.1

learning rate

0.001

optimizer

Adam