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. 2021 Nov 8;22(Suppl 5):147. doi: 10.1186/s12859-021-04083-x

Table 4.

Seven-level uniform layout of U7(74) used to allocate four algorithm hyperparameters for seven levels

Number of experiments Algorithm hyperparameters
Optimizer MiniBatchSize MaxEpochs InitialLearnRate
1 1 2 3 6
2 2 4 6 5
3 3 6 2 4
4 4 1 5 3
5 5 3 1 2
6 6 5 4 1
7 7 7 7 7