Hypertension and Diabetes in Akatsi South District, Ghana: Modeling and Forecasting

Table 4

Forecasting performance of selected models.

Error metrics/models	ARIMA (5, 2, 4)	SARIMAX	LSTM
RMSE	28	67	36
MSE	769.02	4473	1307
MAE	22	56	27
MAPE (%)	7	14	8.6

Note: RMSE: root mean square error, MAPE: mean absolute percentage error, MAE: mean absolute error, and MSE: mean square error.