Research Article

Software Defect Prediction Based on Hybrid Swarm Intelligence and Deep Learning

Table 12

PC5 experimental results.

PrecisionRecall rateF-measureAUC

Grid0.210.060.090.53
Grid + self-encoding0.530.180.250.58
Random0.180.080.100.53
Random + self-encoding0.540.200.280.59
PSO0.370.310.330.63
PSO + self-encoding0.540.400.440.68
WPA0.450.430.430.69
WPA + self-encoding0.580.480.510.72
WPA_PSO0.520.490.480.72
WPA_PSO + self-encoding0.570.540.540.75