Table 2 Manual grid search for optimal hyperparameters and corresponding accuracy values.

From: Early prediction of intraventricular hemorrhage in very low birth weight infants using deep neural networks with attention in low-resource settings

Batch size

Epoch

Accuracy (test)

5

5

0.748

10

0.825

50

0.851

100

0.870

10

5

0.510

10

0.751

50

0.870

100

0.871

15

5

0.511

10

0.511

50

0.796

100

0.870

20

5

0.511

10

0.511

50

0.835

100

0.870

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