Research Article

Study on Parameter Optimization for Support Vector Regression in Solving the Inverse ECG Problem

Table 2

The mean values and standard deviations of these 60 testing errors between the simulated TMPs and the reconstructed TMPs by using GA-SVR, DE-SVR, and PSO-SVR methods at one representative source point (the 50th point on the epicardium).

IndexesMethod
GA-SVRDE-SVRPSO-SVR

Mean value2.962.691.55
Standard deviation1.921.671.03