Table 1 The hyperparameter search space details.

From: An assessment of breast cancer HER2, ER, and PR expressions based on mammography using deep learning with convolutional neural networks

Hyperparameters

[Upper bound lower bound]/options

Type

Batch size

4, 8, 16

Choice

l2

[5e-6, 1e-2]

Loguniform

Learning rate

[5e-4, 1e-2]

Loguniform

tmax

20, 40, 80, 120, 160, 200

Choice

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