Machine Learning, Overfitting, Regularization, Artificial Intelligence, Data Science.
number of neurons in the fully-connected layers. We should have a model with a complexity that sufficiently balances between underfitting and overfitting for our task. 7. Dropout (model) By applying dropout, which is a form of regularization, to our layers, we ignore a subset of units of our