Tag: Regularization
2 articles
Big Data 210 - How to Implement Logistic Regression in Scikit-Learn and Regularization Detailed (L1 and L2)
As C gradually increases, regularization strength gets smaller, model performance on training and test shows upward trend, until around C=0.8.
Big Data 208 - Ridge Regression and Lasso Regression
Ridge Regression and Lasso Regression are two commonly used linear regression regularization methods for solving overfitting and multicollinearity in machine.