Should a feature selection method to remove redundant features always be used or is it only effective when a certain dimension is reached?

Feature selection methods are popular and are definitely useful to remove correlated data that may confuse a classifier or simply to reduce the feature vector size.  Does a certain threshold for...

10 October 2014 9,436 6 View