Table 8 MAPE Comparative performance metric results between the proposed HHO-SVR model and other hybrid SVR approaches for dataset 1003 (50 Iterations and 10 Runs).

Run	EO-SVR	GWO-SVR	HGSO-SVR	BMO-SVR	MRFO-SVR	SSA-SVR	WOA-SVR	HHO-SVR
1	0.0123195	0.0123645	0.0123702	0.0123655	0.0122883	0.0123871	0.0123733	0.0124397
2	0.0123176	0.0123639	0.0123702	0.0123655	0.0122823	0.0123675	0.0123729	0.0124396
3	0.0123176	0.0123639	0.0123702	0.0123655	0.0122812	0.0123675	0.0123633	0.0124396
4	0.0123176	0.0123637	0.0123702	0.0123655	0.0122811	0.0123648	0.0123627	0.0124396
5	0.0123176	0.0123637	0.0123702	0.0123655	0.0122810	0.0123625	0.0123622	0.0124396
6	0.0123176	0.0123635	0.0123702	0.0123655	0.0122810	0.0123625	0.0123622	0.0124393
7	0.0123176	0.0123632	0.0123702	0.0123655	0.0122807	0.0123624	0.0123620	0.0124393
8	0.0123176	0.0123630	0.0123702	0.0123655	0.0122807	0.0123621	0.0123620	0.0124393
9	0.0123176	0.0123630	0.0123669	0.0123655	0.0122807	0.0123621	0.0123620	0.0124393
10	0.0123176	0.0123625	0.0123669	0.0123655	0.0122805	0.0123620	0.0123620	0.0124393

Quick links

Search