Table 6.
The results of architectures in the nonparametric statistical test (Wilcoxon test).
Comparison of Algorithm | R+ | R− | p-Value | Level of Significance (α) |
---|---|---|---|---|
NSBPSO-DCNN versus I-CSA-DCNN | 33 | 22 | 0.074 | α = 0.05 |
NSBPSO-DCNN versus IG-DCNN | 35 | 20 | 0.053 | α = 0.05 |
NSBPSO-DCNN versus BWO-DCNN | 38 | 17 | 0.041 | α = 0.05 |
NSBPSO-DCNN versus ABC-DCNN | 43 | 12 | 0.007 | α = 0.01 |
NSBPSO-DCNN versus PSO-DCNN | 45 | 10 | 0.004 | α = 0.01 |
NSBPSO-DCNN versus Standard DCNN | 50 | 5 | 0.002 | α = 0.01 |