Research Article

Classification on Digital Pathological Images of Breast Cancer Based on Deep Features of Different Levels

Table 12

Hyperparameter settings for the MFNN model.

TypeValue

Initial learning rate1e − 3
Learning rate scheduleSGD
Weight decay1e − 5
Train or test batch size512
Loss functionCross-entropy loss function
Number of epochs500