Research Article

Software Defect Prediction Based on Hybrid Swarm Intelligence and Deep Learning

Table 14

PU1 experimental results.

PrecisionRecall rateF-measureAUC

Grid0.560.150.210.57
Grid + self-encoding0.830.240.340.62
Random0.750.240.340.62
Random + self-encoding0.870.430.560.71
PSO0.810.440.560.71
PSO + self-encoding0.860.490.610.74
WPA0.850.500.620.75
WPA + self-encoding0.910.530.670.76
WPA_PSO0.860.550.670.77
WPA_PSO + self-encoding0.870.580.690.79