c$)$ Use k $=3$ with Manhattan distance and reevaluate the prediction. Should the prediction with k $=5$ change? Why or why not? Is there another name you can use to call the prediction with k $=5.$

Existing Data Point X$1$ X$2$ Distance $($Manhattan$)$

$(3,2)3233+23=0+1=1$

$(2,2)2232+23=1+1=2$

$(4,1)4134+13=1+2=3$

$(1,4)1431+43=2+1=3$

$(3,5)3533+53=0+2=2$