I have a shapefile with many polygons, of which some portions overlap. When I use the AreaGapAndOverlapCleaner, it disconnects the overlapping portion, but makes it an independent feature with data of either polygons, i.e. now I have two polygons with same data.

What I want is, the overlapping portion to be merged with any of the polygon feature. How do I do this? Help me Please