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

Table 3

Forecast data generated by the three neural network models.

Month	Actual	7-(3)-1	7-(3,2)-1	7-(4)-1
	(2018)	FFNN model 1	FFNN model 2	FFNN model 3
January	1569	1613	1613	1623
February	1452	1481	1498	1500
March	1684	1659	1656	1668
April	1477	1499	1409	1407
May	1440	1291	1266	1417
June	1470	1098	1162	1268
July	1612	1563	1547	1588
August	1515	1444	1476	1462
September	1543	1563	1569	1539
October	1330	1673	1696	1686
November	1427	1608	1594	1617
December	1564	1633	1650	1652
	MAE	114.54	108.08	94.00
	RMSE	165.28	138.20	137.19

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