Dynamic Learning Rate in Deep CNN Model for Metastasis Detection and Classification of Histopathology Images

Table 3

Overview of model configuration.

Model parameters and hyperparameters with ranges
Model/hyperparameter	Value/range
Epochs [49]	500
Batch size [49]	32
Learning rate [49]	10^-2–10^-4
Optimizer [50, 51]	Stochastic gradient descent (SGD)
Loss function	Binary cross-entropy
Input shape
Pooling	Max pooling
Activation	ReLU