Which of the following statement is the best description of early stopping?

Question

A faster version of backpropagation, such as the `Quickprop’ algorithm
Train the network until a local minimum in the error function is reached
Add a momentum term to the weight update in the Generalized Delta Rule, so that training converges more quickly
Simulate the network on a test dataset after every epoch of training. Stop training when the generalization error starts to increase

Solutons With Key Points

Answer- D