d)Classify sample (6,11) using the Gaussian classifier.

e)Classify sample (14,3) using the nearest neighbor classifier.

f)Which of the two classifiers do you think is most robust? Justify your answer.

Exercise 4 2012: Classification with 2 features You are given feature vectors x1 from class 01 and feature vectors 12 from class 02. The training set consists of the following points: Class 1 points: {(11,11). (13.11), (8.10). (9.9). (7.7), (7,5). (15,3)} Class 2 points: {(7,11). (15,9). (15.7). (13,5). (14.4), (0.3). (11,3)} lli [10] 8 12 : [9.67 -1.0 -1.0 9.67 [9.67 -1.0] -1.0 9.67 112 . = 6 A scatter plot of the features are given below: 14 12 101 2 D 10 12 14 16 18