Artificial Intelligence, Machine Learning, Data, Data Science, Predictions.
effect of shrinking some coefficients to exactly zero, effectively performing feature selection. Lasso is particularly useful when dealing with high-dimensional data, helping to create simpler and more interpretable models. Ridge Regression Ridge, or L2 regularization, adds a penalty term