What does k represent in a k$$NN classifier?

k $=$ test samples

If K$=5,$ what would observation A in the figure be classified as$?$

$100\%$

If K$=3,$ what would observation A in the figure be classified as$?$

If K$=1,$ what would observation A in the figure be classified as$?$