Regression Analysis, Regression, Ridge Regression, Data Science, Machine Learning.
the problem of unstable coefficient estimates, making the model more reliable. 2. Prevents Overfitting: By adding a regularization term, Ridge Regression reduces the risk of overfitting. Overfit models tend to perform poorly on new, unseen data, but Ridge Regression results in models with better