Table 7.
Models | ||||||
---|---|---|---|---|---|---|
Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | |
AlexNet | 94.35 ± 0.75 | 94.56 ± 1.19 | 94.15 ± 0.68 | 94.35 ± 0.75 | 94.26 ± 0.65 | 94.46 ± 1.15 |
VGG16 | 94.76 ± 2.53 | 94.24 ± 3.01 | 95.28 ± 2.10 | 94.76 ± 2.53 | 95.29 ± 2.15 | 94.24 ± 2.95 |
ResNet18 | 96.45 ± 0.60 | 96.00 ± 0.57 | 96.91 ± 0.68 | 96.46 ± 0.60 | 96.93 ± 0.67 | 95.97 ± 0.57 |
GoogleNet | 94.76 ± 1.48 | 94.40 ± 1.70 | 95.12 ± 1.29 | 94.76 ± 1.48 | 95.16 ± 1.30 | 94.36 ± 1.68 |
ResNet50 | 96.69 ± 0.53 | 96.64 ± 0.67 | 96.75 ± 0.57 | 96.69 ± 0.53 | 96.80 ± 0.56 | 96.59 ± 0.67 |
MajVot Algorithm | 97.98 ± 0.86 | 97.60 ± 0.98 | 98.37 ± 0.81 | 97.99 ± 0.85 | 98.39 ± 0.81 | 97.58 ± 0.97 |