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 7

The results of fixed window length with different prediction range.

Window length = 10
Prediction range	1 (single point)	5	10	15
LSTM MAE, Bitcoin	0.032	0.037	0.045	0.057
LSTM MAE, Ethereum	0.042	0.113	0.145	0.163