Suppose that you are training a neural network for classification, but you notice that the training loss is much lower than the validation loss. Which of the following can be used to address the issue (select all that apply)?
A)Use a network with fewer layers
B)Decrease dropout probability
C)Increase L2 regularization weight
D)Increase the size of each hidden layer
Answer:A
Suppose that you are training a neural network for classification, but you notice that the training loss is much lower than the validation loss. Which of the following can be used to address the issue (select all that apply)?
A)Use a network with fewer layers B)Decrease dropout probability C)Increase L2 regularization weight D)Increase the size of each hidden layer