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. 2021 Feb 17;11:4014. doi: 10.1038/s41598-021-83184-2

Table 3.

Parameters for proposed deep stacked sparse autoencoder neural network.

Model number Learning rate Hidden size Sparsity regularization Sparsity proportion
1st AE 2nd AE 1st AE 2nd AE 1st AE 2nd AE 1st AE 2nd AE
1 0.001 0.001 100 20 4 4 0.05 0.05
2 0.001 0.001 100 40 4 4 0.05 0.05
3 0.001 0.001 100 60 4 4 0.05 0.05
4 0.001 0.001 100 80 4 4 0.05 0.05
5 0.001 0.001 100 100 4 4 0.05 0.05