Research Article

A New Method on Software Reliability Prediction

Table 5

Prediction error comparing results.

ExperimentBPTraditional PSO-SVMOptimization PSO-LSSVM

4.66%4.44%1.68%
17.57%5.22%1.75%
5.62%3.69%1.21%

MPAPE5.95%4.45%1.54%

12.94%10.54%2.24%
216.37%12.62%1.89%
14.20%11.76%1.93%

MPAPE14.51%11.64%2.02%