2. Supervised Inductive Learning (40 points total). Choose one of the two variants of the problem to solve. Show all work. 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 /D3 or Naive 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 (Index) Droid Base New Veteran Type (Output) Repurposed U-2FG Scarif No No Security Yes K-919 Scarif No No Security Yes X-23L Wobani Yes No Security No X-24L Death Star Yes Yes Security No K-250 Wobani No Yes Security ? C-PM1 Jedha No Yes Protocol No B-NC5 Death Star No No Security Yes K-OS4 Death Star No Yes Security Yes K-OS5 Jedha Yes Yes Security No K-OS3 Scarif No No Security Yes T-101 Wobani No Yes Protocol No T-HX1 Death Star Yes No Protocol No T-HX3 Wobani Yes Yes Protocol No T-HX8 Jedha Yes Yes Protocol No