Prediction of Short-Term Stock Price Trend Based on Multiview RBF Neural Network

Table 4

Comparison of accuracy between MV-RBF and other classification models.

	MV-RBF		Decision tree		Naive Bayes		SVM		KNN		Subspace KNN
	The view of	The view of	The view of	The view of	The view of	The view of	The view of	The view of	The view of	The view of	The view of	The view of
1	0.6154	0.5714	0.6120	0.5240	0.5180	0.5460	0.5990	0.4890	0.4820	0.5040	0.4780	0.4890
2	0.5604	0.6044	0.5640	0.5480	0.5130	0.5310	0.6060	0.5200	0.5240	0.5110	0.4600	0.5130
3	0.6044	0.5165	0.5750	0.5510	0.5290	0.5480	0.5750	0.5590	0.5260	0.5150	0.4520	0.5180
4	0.6923	0.4945	0.6080	0.5550	0.4910	0.5310	0.5970	0.5330	0.5040	0.5180	0.4450	0.5240
5	0.6484	0.5385	0.5810	0.4760	0.4890	0.5480	0.5930	0.5200	0.4980	0.4980	0.4780	0.5020
6	0.5923	0.4725	0.5620	0.5260	0.5020	0.5350	0.6080	0.5510	0.4800	0.4850	0.4600	0.4850
7	0.5275	0.5385	0.6430	0.5240	0.5220	0.5310	0.5900	0.5460	0.4800	0.4820	0.4540	0.5240
8	0.6044	0.5055	0.5900	0.5200	0.5290	0.5510	0.5700	0.5460	0.4800	0.5020	0.4800	0.4910
9	0.6154	0.5165	0.6100	0.5400	0.5550	0.5400	0.6150	0.5150	0.5400	0.4890	0.4780	0.5000
10	0.5385	0.4835	0.5620	0.5370	0.5070	0.5570	0.5680	0.5680	0.5240	0.5290	0.4890	0.5370