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

Table 3

LSTM models comparison for further selection.

Models	Optimizer	RMSE	MAPE (%)	MAE	MSE
1	Adam	36.00	8.60	27	1307
2	Adam	39.87	9.12	27.98	1895
3	Adam	37.99	9.36	27.72	1541

Note: Adam: adaptive moment estimation, RMSE: root mean square error, MAPE: mean absolute percentage error, MAE: mean absolute error, and MSE: mean square error.