Machine Learning, Dimensionality Reduction, Big Data, Big Data Analytics, Statistics.
complexity of model More number of features / high dimensionality will lead to build a complex model specially when there is a high correlation exits in the feature variables. Thus, it is useful to select the right set of features to overcome this challenge. To prevent overfitting A dataset with