Skip to main content

Table 3 The detailed training settings of the proposed CNN model

From: DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network

Parameter

Value/Approach

Backpropagation algorithm

Stochastic gradient descent

Momentum

0.9

Initial learning rate

0.01

Learning rate drop

Factor

0.1

Period

10 epochs

L2 regularizer factor

1 × 10–4