Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
most algorithms, having more features is good since it provides more options to improve the model performance. However, this is not true for all algorithms. Algorithms based on distance metrics suffer from the curse of dimensionality — as the number of features increases substantially, the distance