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

Explain the circumstances for which the interquartile range is the preferred measure of dispersion. what is an advantage that the standard deviation has over the interquartile range? choose the correct answer below. a. the interquartile range is preferred when the distribution is symmetric. an advantage of the standard deviation is that it increases as the dispersion of the data increases. b. the interquartile range is preferred when the data are not skewed or no have outliers. an advantage of the standard deviation is that it uses all the observations in its computation. c. the interquartile range is preferred when the distribution is symmetric. an advantage of the standard deviation is that it is resistant to extreme values. d. the interquartile range is preferred when the data are bell shaped. an advantage of the standard deviation is that it is resistant to extreme values. e. the interquartile range is preferred when the data are skewed or have outliers. an advantage of the standard deviation is that it uses all the observations in its computation. f. the interquartile range is preferred when the data are bell shaped. an advantage of the standard deviation is that it increases as the dispersion of the data increases.