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 6

The results of fixed prediction range with different window length.

Prediction range = 5
Window length	10	50	90
LSTM MAE, Bitcoin	0.037	0.051	0.063
LSTM MAE, Ethereum	0.113	0.312	0.387