Table 6.
Experimental settings.
| Research task | Data type | Purpose | Method |
|---|---|---|---|
| Comparison of deep learning models | Numerical data and image data | Search for the best CNN model (using image data) and compare the best CNN model with a DNN model (using numerical data) | CNNs and DNN: VGG, ResNet, ResNetV2, InceptionV3, InceptionResNetV2, MobileNets, MobileNetV2, NASNet, EfficientNets, DenseNet |
| Construction of optimized deep learning models | Image data | Enhance the best-performing models with optimized hyperparameters | Optimizing deep learning models by jellyfish search algorithm |