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Table 8 The accuracy of models with different hyperparameters

From: Network security situation prediction based on feature separation and dual attention mechanism

No

Recurrent neurons

Accuracy (Tst)

  

Mean (%)

Max (%)

Min (%)

HyPa1

[30,20,20,20,10]

92.927

92.939

92.913

HyPa2

[35,30,30,20,20]

92.936

92.942

92.928

HyPa3

[40,30,30,20,10]

92.934

92.947

92.906

HyPa4

[40,30,30,30,20]

92.940

92.952

92.923

HyPa5

[45,40,40,30,30]

92.944

92.956

92.933

HyPa6

[50,40,40,30,20]

92.942

92.947

92.936