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We study the orbits under the natural action of a permutation group $G \subseteq S_n\mathscr{P}({1, \dots , n})$. The permutation groups having exactly orbits on the powerset can be characterized as set-transitive groups and were fully classified in \cite{BP55}. In this paper, we establish a general method that allows one to classify the permutation groups with set-orbits for a given , and apply it to integers $2 \leq r \leq 15$ using the computer algebra system GAP.

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