Skip to main content
. 2022 Aug 4;17(8):e0269826. doi: 10.1371/journal.pone.0269826

Table 14. Configuration of optimal model based on hyper-parameters.

Configuration Value
Input shape 224 × 224
Epochs 200
Optimization function Adam
Learning rate 0.001
Batch size 32
Weight decay 0.0001
Loss function Binary Crossentropy
A hidden layer activation function ReLU
Output layer Activation function Softmax
Dropout 0.5
Momentum 0.9