Research Article

Software Defect Prediction Based on Hybrid Swarm Intelligence and Deep Learning

Table 10

CW4 experimental results.

PrecisionRecall rateF-measureAUC

Grid0.440.170.230.58
Grid + self-encoding0.620.230.330.60
Random0.540.210.290.60
Random + self-encoding0.640.270.350.62
PSO0.610.270.370.62
PSO + self-encoding0.670.330.440.65
WPA0.650.330.430.64
WPA + self-encoding0.670.340.440.65
WPA_PSO0.730.360.480.67
WPA_PSO + self-encoding0.730.380.500.68