Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
to determine which feature is contributing to the prediction, leading to instability and strange results. Ridge Regression handles multicollinearity by introducing bias to the model (the penalty term), which can reduce the variance of the model and improve its generalizability. Essentially, Ridge