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. 2021 Aug 6;9(8):e28292. doi: 10.2196/28292

Table 2.

Hyperparameter settings.

Parameter Value Parameter Value
Dropout rate 0.1 Filter num (DPCNNa) 256
Learning rate 1e-5 Filter size (DPCNN) 3
Max sequence length 56 Block size (DPCNN) 2
Optimizer AdamW Hidden size (LSTMb) 128
Training steps 30,000 Bidirectional (LSTM) True

aDPCNN: deep pyramid convolutional neural network.

bLSTM: long short-term memory.