Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
make the model’s output difficult to interpret. Ridge regression can handle this problem effectively. Risk of Overfitting: Overfitting occurs when the model is too complex and captures the noise along with the underlying pattern in the data. It leads to great results on the training data but fails