A Comparison on LSTM Deep Learning Method and Random Walk Model Used on Financial and Medical Applications: An Example in COVID-19 Development Prediction

Table 3

LSTM single-point prediction training process.

Epoch	18/20	19/20	20/20
step_loss	0.031	0.029	0.031
mean_absolute_error	0.031	0.029	0.031
val_loss	0.023	0.024	0.023
val_mean_absolute_error	0.023	0.024	0.023