That's because you can't delete individual "cells" from a dataset array. You need to delete entire rows. (Besides that, strcmp won't work as you want on a dataset.) For example, you could do this to delete rows where Var1 is an empty string:
A(strcmp(A.Var1,''),:) = [];
I can't think of a simple way to do this for all columns except by looping over them.