Topic summary
Variable selection
Extracted from the Wikipedia article Feature selection.
Embedded method
Embedded methods have been recently proposed that try to combine the advantages of both previous methods. A learning algorithm takes advantage of its own variable selection process and performs feature selection and classification simultaneously, such as the FRMT algorithm.