Research Article

Software Defect Prediction Based on Hybrid Swarm Intelligence and Deep Learning

Table 11

LR1 experimental results.

PrecisionRecall rateF-measureAUC

Grid0.510.320.360.64
Grid + self-encoding0.610.390.470.68
Random0.500.300.310.63
Random + self-encoding0.600.350.430.66
PSO0.570.460.500.71
PSO + self-encoding0.640.560.590.76
WPA0.610.530.560.74
WPA + self-encoding0.640.570.600.76
WPA_PSO0.620.580.590.77
WPA_PSO + self-encoding0.620.640.620.79