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. 2020 Jul 6;8:e9470. doi: 10.7717/peerj.9470

Table 2. CNN-based hyperparameter details.

The hyperparameters set applied for CNN_3, CNN_4, and CNN_LSTM.

Optimizer Loss function Epoch Batch size Start learning rate # Steps per learning rate decay Learning rate decay scheduling
SGD with Nesterov momentum 0.9 Categorical cross-entropy 30 64 0.05 5 Yes