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. 2022 Aug 1;2022:9541115. doi: 10.1155/2022/9541115

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