medium.com
Understanding L1 and L2 Regularization in Machine Learning
L1 Regularization L1 regularization shines in scenarios where feature selection is crucial. Let's take an example from the world of bioinformatics, where you're dealing with gene expression data .
L1 Regularization (Part 1): A Complete Guide - Medium
L1 regularization can be applied onto any loss function, whether is be a simple residual sum of squares or binary cross entropy, however, for simplicity I will use RSS. L1 regularization can then ...