Feature Extraction and Feature Selection

Feature Extraction and Feature Selection

Feature Extraction

Feature extraction is for creating a new smaller set of features that stills captures most of the useful information.

Feature Selection

Feature selection is for filtering irrelevant or redundant features from the data set. Selection keeps a subset of original feature while feature extraction creates brand new ones.