We are given n=10 observations in a two-dimensional space. There are two classes of the data here (marked by o and + ). a. Sketch the optimal separating hyperplane and provide the equation for this hyperplane (4 pts) b. In your plot, indicate the margin for the maximal margin hyperplane. (2 pts) c. Add a data point to class ' o ' on the correct side of margin. (2 pts). d. Add one data point for class ' + ' on the wrong side of the margin. ( 2 pts). e. Add one data point to the dataset to class ' + ' which makes the dataset not linearly separable. (2 pts)