A hybrid model for stock price prediction based on multi-view heterogeneous data

Financial Innovation

Table 9 Contrast estimation based on medians among all models

Model	MVL-SVMMD	MVL-SVMDR	SVMMV	SVMFN	SVMMD	SVMDR	ARIMA
MVL-SVMMD	0.0000	0.0003	0.3300	0.2663	0.3769	0.3659	0.3872
MVL-SVMDR	\(-\) 0.0003	0.0000	0.3297	0.2660	0.3766	0.3656	0.3869
SVMMV	\(-\) 0.3300	\(-\) 0.3297	0.0000	\(-\) 0.0637	0.0469	0.0359	0.0572
SVMFN	\(-\) 0.2663	\(-\) 0.2660	0.0637	0.0000	0.1106	0.0996	0.1210
SVMMD	\(-\) 0.3769	\(-\) 0.3766	\(-\) 0.0469	\(-\) 0.1106	0.0000	\(-\) 0.0110	0.0103
SVMDR	\(-\) 0.3659	\(-\) 0.3656	\(-\) 0.0359	\(-\) 0.0996	0.0110	0.0000	0.0213
ARIMA	\(-\) 0.3872	\(-\) 0.3869	\(-\) 0.0572	\(-\) 0.1210	\(-\) 0.0103	\(-\) 0.0213	0.0000