Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
capturing the noise along with the underlying pattern. Lasso regression addresses overfitting through its regularization term. By adding a penalty for large coefficients, Lasso regression discourages the model from relying too heavily on any one feature, promoting a more generalized model. Another