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Suppose we plot the finite set of points on X-Y plane and suppose these points form a cluster. Then by boundary points of the set I mean the boundary point of this cluster of points. That is if we connect these boundary points with piecewise straight line then this graph will enclose all the other points. For example, i.sstatic.net/hwxSW.jpg here points on the red curve are the boundary points.