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. 2019 Jun 19;11:41. doi: 10.1186/s13321-019-0364-5

Table 3.

Parameters tuned during the training phase using grid search

Parameter Values evaluated
Learning rate (Lr) {0.1, 0.01, 0.001, 0.005, 0.001, 0.0001}
Decay rate {0.1, 0.6}
Annealing rate step {10, 25}
Data augmentation (augmentation) {Yes: 1, No: 0}
Batch size (batch) {4, 16, 32}

The names in parentheses indicate the parameter name abbreviation used in the main text and figures