We are using a simple neural network for classification (similar to what you did for Assignment#6). Which of the following statements is/are correct?

Group of answer choices:

training the NN for more epochs always leads to better performance

Adding more nodes in our hidden layers always improves model performance (i.e., reduces test loss)

the learning rate impacts how many epochs it takes for the model to learn (i.e., when training loss converges)

Adding more hidden layers always improves model performance (i.e., reduces test loss)

the choice of activation function impacts the NN model's performane