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Comparison of the obtained results for each magnification factor
| Method | Accuracy (%) | |||
|---|---|---|---|---|
| 40X | 100x | 200x | 400x | |
| AlexNet-fc6 + Vgg16-fc6 | 84.87 ± 1.14 | 89.21 ± 1.44 | 88.65 ± 2.41 | 86.75 ± 4.21 |
| AlexNet-fc7 + Vgg16-fc7 | 84.58 ± 1.49 | 89.03 ± 1.46 | 88.31 ± 3.20 | 86.00 ± 4.08 |
| Fine-tuned AlexNet | 90.96 ± 1.59 | 90.58 ± 1.96 | 91.37 ± 1.72 | 91.30 ± 0.74 |
The bold cases show the best accuracy values for each fold
