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. 2024 Jul 24;14:17037. doi: 10.1038/s41598-024-66874-5

Table 4.

Summary of hyperparameters used for EfficientNet training and validation.

Hyperparameters Training Validation
MRI image size 224 × 224 × 3 224 × 224 × 3
Number of image data 800 200
Epoch 100 100
Batch size 32 32
Learning rate 0.0001 0.0001
Momentum 0.9 0.9
Optimizer Adam optimizer Adam optimizer
Loss function Categorical cross-entropy Categorical cross-entropy