Question $2$:

Consider the figure below where data points are divided into two classes, yellow circle, and

blue square. Please answer the following questions:

a$)$ Draw the decision boundary for $KNN-$algorithm when $K=1.$

b$)$ How will the following points be classified by $K=3$ classifiers: