Table 5.

Forecasting results of the tourist arrivals to Taiwan from Japan, Hong Kong and Macao, and the United States by ANFIS models.

Year and month		Japan		Hong Kong and Macao		The United States
		Actual	ANFIS	Actual	ANFIS	Actual	ANFIS
2006
	January	85523	–	32414	–	31248	–
	February	99506	–	34124	–	25738	–
	March	109459	107644	34443	34554	33655	33530
	April	84425	85519	42018	42090	32584	33570
	May	90886	92121	35820	36415	32702	33004
	June	91676	91785	39995	41120	40492	39507
	July	81029	80188	38126	43538	36019	35888
	August	98725	96527	44668	44070	29550	29681
	September	102438	103709	32095	30681	26231	26396
	October	103465	99863	28029	27791	34341	34201
	November	114547	115002	28383	28582	34766	34005
	December	99810	99979	41769	41726	37476	38221
2007
	January	101563	102306	23879	23658	27712	27761
	February	84736	97985	35289	35291	28892	28594
	March	120599	120650	36283	36434	36044	36071
	April	89021	89581	49732	48947	32199	32405
	May	90784	90304	39057	38911	31551	32219
	June	92127	92228	49526	48968	38982	40250
	July	81116	83637	42788	43588	36351	36681
	August	97795	101001	49586	49888	29970	30055
	September	101584	102646	37729	37914	27100	27035
	October	99419	94768	36549	37111	35495	36601
	November	106875	108529	38047	41370	33668	33666
	December	100761	101104	52972	46894	40001	39561
2008
	January	98392	96756	30088	30143	30092	30267
	February	92394	93371	50024	50106	27584	27749
	March	106520	106867	56303	56426	38350	37678
	April	82136	82537	43224	43245	31478	31531
	MAPE (%)		1.82236		2.16596		1.10851