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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
ɛ 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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