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 |