Given the prototypes and the corresponding labels below, assign the new sample $s=(4,4)$ by a nearest

neighbor classifier for

$($i$)k=1,$

$($ii$)k=3,$

$($iii$)k=5.$

Hint: Sketch the prototypes on a $2$D space for a clearer picture.