Curse of Dimensionality and Curve Fitting in Machine Learning

Introduction Machine learning models rely on data to learn patterns and make predictions. However, as the number of features (dimensions) in a dataset increases, models face challenges in learning effectively. This phenomenon is known as the Curse of...