(10 points) Data released from the US department of Commerce, Bureau of the Census is available in R data(state) ?state a) Focus on the data (Population, Income, Illiteracy, Life Exp, Murder, HS Grad, Frost, Area} Cluster this data using SOM. Keep the class labels (region, or state name) in mind, but do not use them in the modeling. Report your detailed findings. ** You may have done this step in an earlier assignment. b) Build a Gaussian Graphical Model using the Graphical Lasso for the 8 predictors mentioned in Part A. What do you find for different penalties, and how does it compliment (and/or contradict) your results in part A? (10 points) Data released from the US department of Commerce, Bureau of the Census is available in R data(state) ?state a) Focus on the data (Population, Income, Illiteracy, Life Exp, Murder, HS Grad, Frost, Area} Cluster this data using SOM. Keep the class labels (region, or state name) in mind, but do not use them in the modeling. Report your detailed findings. ** You may have done this step in an earlier assignment. b) Build a Gaussian Graphical Model using the Graphical Lasso for the 8 predictors mentioned in Part A. What do you find for different penalties, and how does it compliment (and/or contradict) your results in part A