Generalized objects in the system with dispersed knowledge

•Dispersed decision system is used.•Definition of generalized objects that are suitable for quantitative data is given.•Definition of generalized objects with accuracy for qualitative data is given.•The use of generalized objects significantly reduces objects in local tables.•For large number of attributes comparable accuracy are obtained for full objects.