Table 4: MSE of time duration by BPNN and regression analysis.

ItemCase
Case  1 (ms)Case  2 (ms)Case  3 (ms)Case  4 (ms)Average MSE (ms)

Training patterns
 BPNN5.210 × 10−253.324 × 10−275.941 × 10−247.60 × 10−281.617 × 10−24
 Regression2.051 × 10−50.02482.77 × 10−280.00140.00656
Test patterns
 BPNN7.67 × 10−42.551 × 10−69.20 × 10−45.87 × 10−54.36 × 10−4
 Regression5.39 × 10−40.09050.0020.0030.024