General assembly framework for online streaming feature selection via Rough Set models

Peng Zhou, Yunyun Zhang, Peipei Li, Xindong Wu

Abstract: Highlights•We summarize online streaming feature selection into three main components.•Formal definitions of feature relationships from the Rough Set perspective.•A novel general framework can assemble new algorithms for different problems.•Experiments on four new derived algorithms indicate the efficiency.