Priori Information Based Support Vector Regression and Its Applications

Table 2

Results comparisons between PI--SVR and standard -SVR.

Sequence number	Monitored values (cm s^−1)	Predicted values (cm s^−1)		Mean squared errors
		PI--SVR	Standard -SVR	PI--SVR	Standard -SVR
81	5.492	4.727992	4.561995	0.043754	0.064832
82	5.703	4.999514	4.828406	0.037096	0.057337
83	5.497	5.173634	5.067231	0.007838	0.013845
84	5.497	5.533654	5.459629	0.000101	0.000105
85	5.503	5.587041	4.993618	0.000529	0.019449
86	5.346	5.469962	5.398322	0.001152	0.000205
87	6.012	5.117022	5.30163	0.060040	0.037826
88	5.796	5.527526	5.825701	0.005403	0.000066
89	5.604	5.79634	5.796495	0.002773	0.002778
90	5.696	5.629545	5.264269	0.000331	0.013972
91	5.505	5.722185	5.738134	0.003536	0.004074
92	5.795	5.579158	5.751096	0.003492	0.000144
93	6.108	5.706398	5.73016	0.012090	0.010701
94	6.09	5.766335	5.565613	0.007853	0.020612
95	6.475	5.766205	5.705777	0.037658	0.044353
96	6.001	5.888971	6.151848	0.000941	0.001706
97	5.709	5.966036	6.079666	0.004952	0.010299
98	5.603	5.821612	5.661883	0.003582	0.000260
99	5.697	5.659645	5.377922	0.000105	0.007632
100	5.681	5.609744	5.550937	0.000381	0.001268