Mathematical Problems in Engineering

Research Article

High-Order Fuzzy Time Series Model Based on Generalized Fuzzy Logical Relationship

Table 4

Comparison of forecasting enrollment.


	Model

RMSE		625	632	643	641	658	575	562	289	203	191
		447	449	460	436	448	456	437	413	391	284
		447	449	460	436	448	456	406	382	365	225
		447	449	460	434	445	453	423	415	397	253
		447	449	460	434	445	453	423	415	397	253
	[28]	588	588	578	608	602	620	632	575	554	498
	[29]	292	298	294	299	307	313	323	320	321	311
	[31]	543	543	522	420	456	443	452	463	480	498

MAE		473	471	501	484	501	366	411	212	326	140
		372	375	390	365	383	394	406	364	292	218
		372	375	390	365	383	393	374	336	333	176
		372	375	390	367	384	393	402	386	333	195
		372	375	390	367	384	393	402	386	333	195
	[28]	494	494	473	526	527	556	582	506	483	424
	[29]	252	262	256	259	272	277	289	284	282	271
	[31]	441	441	412	316	347	337	340	346	368	390

MAPE		0.0293	0.0291	0.0307	0.0294	0.0305	0.0221	0.0246	0.0127	0.0103	0.0087
		0.0227	0.0227	0.0236	0.0216	0.0227	0.0232	0.0239	0.0216	0.0195	0.0125
		0.0227	0.0227	0.0236	0.0216	0.0227	0.0232	0.0220	0.0200	0.0176	0.0101
		0.0227	0.0227	0.0236	0.0217	0.0227	0.0231	0.0236	0.0228	0.0198	0.0111
		0.0227	0.0227	0.0236	0.0217	0.0227	0.0231	0.0236	0.0228	0.0198	0.0111
	[28]	0.0299	0.0299	0.0283	0.0317	0.0313	0.0329	0.0345	0.0299	0.0285	0.0253
	[29]	0.0153	0.0159	0.0153	0.0154	0.0162	0.0164	0.0170	0.0166	0.0165	0.0158
	[31]	0.0268	0.0268	0.0248	0.0188	0.0203	0.0195	0.0196	0.0198	0.0211	0.0223

The bold data means the minimum error of the models with the same order.