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. 2020 Nov 4;21:501. doi: 10.1186/s12859-020-03836-4

Table 1.

List of the hyperparameters optimized during the learning procedure

Hyperparameters Selected values Tested values
# hidden layers 3 1,2,3,4,5,6
# neurons 500/200/50 [20,1000]
pdrop 0.3 [0.1, 0.5]
λ 10-3 [10-2,10-5]
lr 10-4 [10-2,10-5]
batch size 16 [8, 256]