Tag: L1-and-L2

Intuitions on L1 and L2 Regularisation

Overfitting is a phenomenon that occurs when a machine learning or statistics model is tailored to a particular dataset and is unable to generalise to other datasets. This usually happens in complex models, like deep neural networks. Regularisation is a process of introducing additional...