Early stopping by correlating online indicators in neural networks

Manuel Vilares Ferro, Yerai Doval Mosquera, Francisco J. Ribadas Pena +1

In order to minimize the generalization error in neural networks, a novel technique to identify overfitting phenomena when training the learner is formally introduced. This enables…