A dataset with n = 7 observations in p = 2 dimensions is provided as follows. For each observation, there is an associated class label (Red or Blue). If we train this dataset with a maximal margin classifier, how many support vectors will be used in this classifier? Answers 2,3,4,5
observation | X1 | X2 | Y |
1 | 2 | 2 | RED |
2 | 2 | 3 | RED |
3 | 2 | 4 | RED |
4 | 4 | 4 | REd |
5 | 4 | 1 | BLUE |
6 | 3 | 1 | BLUE |
7 | 4 | 2 | BLUE |
Solution
Given that
A dataset with n = 7 observations in p = 2 dimensions is provided as follows. For each observation, there is an associated class label (Red or Blue). If we train this dataset with a maximal margin cla...