Table 8.
Comparison of proposed work with recent existing techniques on the HAM10000 dataset.
| Existing work versus proposed work | Accuracy (%) |
|---|---|
| Proposed CNN | 95.18 |
| EW-FCM+wide-shufflenet29 | 84.80 |
| Shifted MobileNetV230 | 81.90 |
| Shifted GoogLeNet30 | 80.50 |
| Shifted 2-Nets30 | 83.20 |
| MobileNetV2-LSTM8 | 85.34 |
| 24 layered CNN22 | 86.50 |
| InceptionV331 | 91.56 |
| ResNetXt10131 | 93.20 |
| InceptionResNetV231 | 93.20 |
| Xception31 | 91.47 |
| NASNetLarge31 | 91.11 |
| 9 layered CNN32 | 80.00 |
| Resnet50, Restnet101+KcPCA+SVM RBF21 | 89.80 |
| Vgg16+googLeNet ensemble33 | 81.50 |
| Modified MobileNet34 | 83.93 |