Research Article

Software Defect Prediction Based on Hybrid Swarm Intelligence and Deep Learning

Table 13

PC6 experimental results.

PrecisionRecall rateF-measureAUC

Grid0.130.090.110.54
Grid + self-encoding0.420.270.330.63
Random0.510.380.420.68
Random + self-encoding0.700.450.530.71
PSO0.710.490.570.73
PSO + self-encoding0.720.530.610.75
WPA0.720.530.610.75
WPA + self-encoding0.730.560.630.77
WPA_PSO0.730.550.620.76
WPA_PSO + self-encoding0.740.560.640.77