. (3pts] Given the following data set x1 x2 C lass 2.5 2.25 Y 0.5 | 3.25 2.75 2125Y 2.25 2.375 Y 3 Y 3.5 1.75 N 0.5 N 1.25 N 4.5 In R prepare the data set.csv or .xlxs; [1pt] Construct svm model for this set using e1071- package svm procedure [1pt] Plot the results, use 2 dim plot of SVM features (see example in http://ugrad.stat.ubc.ca/R/library/e1071/html/plot.svm.htm) [1pt] What is the accuracy of prediction? How do you explain the classification? By visual inspection of points on the plain, should this set be separable in R2 . (3pts] Given the following data set x1 x2 C lass 2.5 2.25 Y 0.5 | 3.25 2.75 2125Y 2.25 2.375 Y 3 Y 3.5 1.75 N 0.5 N 1.25 N 4.5 In R prepare the data set.csv or .xlxs; [1pt] Construct svm model for this set using e1071- package svm procedure [1pt] Plot the results, use 2 dim plot of SVM features (see example in http://ugrad.stat.ubc.ca/R/library/e1071/html/plot.svm.htm) [1pt] What is the accuracy of prediction? How do you explain the classification? By visual inspection of points on the plain, should this set be separable in R2