Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
more features we have, the more number of samples we will need to have all combinations of feature values well represented in our sample. The Curse of Dimensionality As the number of features increases, the model becomes more complex. The more the number of features, the more the chances of