Online group streaming feature selection based on fuzzy neighborhood granular ball rough sets

Yuanhao Sun, Ping Zhu

Abstract: Highlights•Generate the sample’s parameterless fuzzy neighborhood information granule.•We construct a fuzzy neighborhood granular ball rough set model.•Uncertainty measures are developed using the purity of granular balls as weights.•Control the size of feature streaming groups by a random factor.