Software

FCBF software for feature selection

The software is available for academic use and can be downloaded from

http://www.public.asu.edu/~huanliu/FCBF/FCBFsoftware.html

Feature selection is a preprocessing technique frequently used in data mining and machine learning tasks. It can reduce dimensionality, remove irrelevant data, increase learning accuracy, and improve results comprehensibility.

FCBF is a fast correlation-based filter algorithm designed for high-dimensional data and effective in removing both irrelevant features and redundant features.