Univariate Time Series Analysis of Short-Term Forecasting Horizons Using Artificial Neural Networks: The Case of Public Ambulance Emergency Preparedness

Table 5

Forecasts of ambulance demand by the FFNN and SARIMA models.

Month	Actual (2018)	SARIMA	FFNN
January	1569	1605	1623
February	1452	1595	1500
March	1684	1624	1668
April	1477	1601	1407
May	1440	1593	1417
June	1470	1580	1268
July	1612	1587	1588
August	1515	1596	1462
September	1543	1605	1539
October	1330	1600	1686
November	1427	1589	1617
December	1564	1606	1652
	MAE	105.71	94.00
	RMSE	125.28	137.19

Note: is the minimum value of the performance measure across all models.