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Table 1 List of the hyperparameters optimized during the learning procedure

From: Biological interpretation of deep neural network for phenotype prediction based on gene expression

Hyperparameters

Selected values

Tested values

# hidden layers

3

1,2,3,4,5,6

# neurons

500/200/50

[20,1000]

\(p_{drop}\)

0.3

[0.1, 0.5]

\(\lambda \)

\(10^{-3}\)

\([10^{-2},10^{-5}]\)

lr

\(10^{-4}\)

\([10^{-2},10^{-5}]\)

batch size

16

[8, 256]