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The Emperor has been concerned about the number of Imperial droids that have been captured and repurposed by the Rebel Alliance lately, so Director Krennic of the Imperial Data Science Division has one of his underlings (you) run ID3 or Naïve Bayes on the Imperial database on Scarif. The input variables are: 1. Base: Jedha, Wobani, Death Star, Scarif 2. New model (first production run): yes or no? 3. Battle veteran: yes or no? 4. Type: security or protocol

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