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. 2019 Nov 4;21(11):e14007. doi: 10.2196/14007

Table 1.

The parameters and corresponding values for the initialization of the language model and classifier.

Parameters Value
Weight decay 1.00E-04
Backpropagation through time 60
Batch size 52
Dropouts 0.25, 0.1, 0.2, 0.02, 0.15
Embedding size 400
Number of layers 3 (language model), 5 (classifier)
Optimizer Adam
β1, β2 0.8, 0.99