Construction and Model Realization of Financial Intelligence System Based on Multisource Information Feature Mining

Table 2

RMSE comparison of fusion model MR3 and different methods.

Datasets	Training (%)	Methods
		Mean	PMF	HFT	LOCABAL	MR3
Epinions	20	1.2265	1.2001	1.1857	1.1222	1.1051
	50	1.2239	1.1604	1.1323	1.1055	1.0809
	80	1.2225	1.1502	1.0960	1.0892	1.0648
	90	1.2187	1.1484	1.0867	1.0840	1.0634
Ciao	20	1.1095	1.0877	1.0439	1.0287	1.0142
	50	1.0964	1.0536	1.0379	0.9930	0.9740
	80	1.0899	1.0418	0.9958	0.9709	0.9521
	90	1.0841	1.0391	0.9644	0.9587	0.9451
Average