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Table 6 Hyper-parameters for the proposed model

From: Prognosis patients with COVID-19 using deep learning

Parameter

Value

Hidden layers

3

Neuron number

[17, 10, 5]

Activation functions

Sigmoid

Output activation

Sigmoid

Batch size

32

Epochs

200

Learning rate

0.001

β1

0.9

β2

0.999

É›

e−7

  1. β1, Exponential decay rate of the first moment estimates; β2, Exponential decay rate of the second-moment estimates; ɛ, Small number to prevent any division by zero
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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