Early Recognition of Skin Malignancy in Images Based on Convolutional Networks by Using Dynamic System Model

Table 4

Values are chosen to perform the tests to adjust the hyperparameters. Those that have finally been selected are highlighted in bold.

Adjusting hyperparameters
Mini batch size	16, 32, 64, and 128
Learning rate	0.01, 0.001, and 0.0001
Epochs	30
Transfer learning technique	Full pretrained model, the last layer retrained