Validation, Overfitting, Underfitting, Overfitting Underfitting, Machine Learning.
Forest, Gradient Boosting Models), and Neural Networks. Linear Models — 1. Regularisation — In a linear regression model, you would have often heard about the L1 and L2 Regularisation. In simple terms, we add an additional term in the loss function which tries to penalize the estimate hence