Table 3.

Hyperparameter space for training options basic CNN model.

CNN model	Layers	Training options
AlexNet ResNet-101 EfficientNetb0	6	Optimizer = ’Rmsprop’… Max Epochs = 30, … Initial Learn Rate = 0.01, … Validation Frequency = 30, … Shuffle = ‘every-epoch’ … Execution Environment = GPU