Be a system of sets and .
is - shattered , d. H. if and only if you can create any subset of by intersecting an element of with .
example
Be , . Now , it is of shattered, since one each of the subsets of the three points can separate by means of a closed half-plane.
If, on the other hand, the points are all on a straight line, the middle point cannot be separated from the other two and thus is not shattered by. Furthermore, no 4 points in the plane can be shattered by closed half-planes.