Data Science, Machine Learning, Regression, Data Analysis, Statistics.
complex model. This complexity is what leads to poor generalizations based on new data. The green line, representing a well-balanced model, is the desired outcome in most regression tasks. ​ Fundamentals of Regularization in Regression Analysis Definition and Goals Regularization is a technique