A New Adaptive LSSVR with Online Multikernel RBF Tuning to Evaluate Analog Circuit Performance

Table 1

Result of data feature and comparative experiment of regression problem on experiment data.

TRSN	TESN	FN	Method	Parameter (𝜎,𝑒,𝛾)	SVN	TRMSE	TEMSE	CPU/s
259×100	59×100	8	MKALSSVR	(200,0.1,0.75)	30	1.6982𝑒−014	1.7001𝑒−028	0.021
259×100	59×100	8	LSSVR	(200,0.1,/)	1376	4.5544𝑒−015	4.2437𝑒−012	2.981
259×100	59×100	8	𝜀-SVR	(200,0.1,/)	1607	5.4003𝑒−017	5.3025𝑒−004	0.062