Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
drawback. Lasso Coordinate descent optimization The loss function in Lasso might look very similar to Ridge but has very different properties. The regularization term is given by the sum of the absolute values of the model weights: This means that the overall loss function is not differentiable