Table 2 The summary of three metrics for... | Emerald Publishing

Table 2

The summary of three metrics for the datasets of test and additional unseen data

Port	Model	MAE	MAPE	sMAPE
Bangkok	ARIMA	4900.64	4.61	4.65
	AHW	4602.75	4.28	4.32
	MHW	5822.29	5.42	5.44
	SVR–GenSA	5116.64	5.00	4.80
	ARIMA–SVR–GenSA	4520.71	4.19	4.25
	Proposed model	4367.45	4.03	4.09
Laem Chabang	ARIMA	36267.54	4.94	4.94
	AHW	33224.93	4.47	4.49
	MHW	36211.29	4.86	4.91
	SVR–GenSA	47814.96	6.30	6.57
	ARIMA–SVR–GenSA	36085.39	4.92	4.91
	Proposed model	31603.60	4.24	4.18

Port	Model	MAE	MAPE	sMAPE
Bangkok	ARIMA	4900.64	4.61	4.65
	AHW	4602.75	4.28	4.32
	MHW	5822.29	5.42	5.44
	SVR–GenSA	5116.64	5.00	4.80
	ARIMA–SVR–GenSA	4520.71	4.19	4.25
	Proposed model	4367.45	4.03	4.09
Laem Chabang	ARIMA	36267.54	4.94	4.94
	AHW	33224.93	4.47	4.49
	MHW	36211.29	4.86	4.91
	SVR–GenSA	47814.96	6.30	6.57
	ARIMA–SVR–GenSA	36085.39	4.92	4.91
	Proposed model	31603.60	4.24	4.18

Source(s): Table by author