What is Drop-out?Drop-out is one of the methods to reduce overfitting in neural networks.Drop-out is not the only method to avoid overfitting.There are various methods including regularization, and while weight reduction methods like regularization are simple to implement and can avoid overfitting to some extent, when neural network models become complex, it becomes difficult to cope with overfi..