Q$\mathrm{.}1.($A$)$ For the following dataset $($shown in the figure$)$ find out what

would be the class level of the data point $(3,6)$ using k$-$NN algorithm,

where k$=3.$ Here F$1$ and F$2$ are the feature set of the dataset and "class" is

the target variable. Use Euclidean $/$Manhattan distance for computing the

class level.

$(5$ marks$)$