Table 5.

Results of Bi-LSTM model to predict the number of confirmed cases during COVID-19 at the training stage.

Metrics	Saudi Arabia	Oman	UAE	Kuwait	Bahrain	Qatar
MSE	4.4217 × 10−5	03.9035 × 10−5	0.000916	2.1228 × 10−5	5.7006 × 10−5	2.1719 × 10−5
RMSE	0.00664	0.0062	0.030	0.00460	0.00755	0.00466
NRMSE	0.00372	0.0633	0.077	0.0528	0.06109	0.032