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] |