Table 8.
Models | ||||||
---|---|---|---|---|---|---|
Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | |
AlexNet | 95.80 ± 1.19 | 95.29 ± 1.26 | 96.39 ± 1.45 | 95.84 ± 1.19 | 96.82 ± 1.26 | 94.69 ± 1.40 |
VGG16 | 97.20 ± 0.65 | 97.39 ± 0.46 | 96.99 ± 0.92 | 97.19 ± 0.67 | 97.39 ± 0.79 | 96.99 ± 0.54 |
ResNet18 | 97.62 ± 0.63 | 97.52 ± 0.85 | 97.74 ± 0.53 | 97.63 ± 0.61 | 98.03 ± 0.46 | 97.17 ± 0.95 |
GoogleNet | 95.80 ± 0.93 | 95.69 ± 0.75 | 95.94 ± 1.14 | 95.81 ± 0.94 | 96.44 ± 0.99 | 95.08 ± 0.86 |
ResNet50 | 97.76 ± 0.59 | 97.91 ± 0.55 | 97.59 ± 0.63 | 97.75 ± 0.59 | 97.91 ± 0.55 | 97.59 ± 0.63 |
MajVot Algorithm | 98.88 ± 0.63 | 98.95 ± 0.58 | 98.80 ± 0.67 | 98.88 ± 0.63 | 98.95 ± 0.58 | 98.80 ± 0.67 |