COVID-19 Pandemic Forecasting Using CNN-LSTM: A Hybrid Approach

Table 5

Comparison between [64] and this work.

Study	Predictive model	Dataset	MAPE	RMSE
This study	CNN-LSTM	Confirmed cases for the whole world from January 4, 2020 to September 24, 2020	0.19	13275.00
Dairi et al. [64]	LSTM-CNN	Confirmed cases for 7 countries from January 22 to September 6, 2020.	2.36	28820.00

The bold values show the lower values of MAPE and RMSE, which is better than [64].