Skip to main content

Table 1 Parameters setting in the experiment

From: An embedded gene selection method using knockoffs optimizing neural network

Parameter setting

Value

Activation function

ReLU

Regularization

L1

Loss function

Mean square error (MSE)

Optimization

Batch gradient descent and Adam (recommend mini-batch for large samples)

Number of hidden layer

1

Number of hidden layer neurons (genes)

Number of genes

Learning rate

0.0001