On the (In)Significance of Feature Selection in High-Dimensional Datasets

Bhavesh Neekhra, Debayan Gupta, Partha Pratim Chakrabarti

Feature selection (FS) is assumed to improve predictive performance and identify meaningful features in high-dimensional datasets. Surprisingly, small random subsets of features (0…