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Several tools for automatically testing Android applications have been proposed. In particular, Sapienz is a search‐based tool that has been recently deployed in an industrial setting. Although it has been shown that Sapienz outperforms several state‐of‐the‐art tools, it is still to be seen what features of SAPIENZ impact the most on its effectiveness. We conducted an extensive empirical study where...