Use the given data to classify the record below using the k $-$NN algorithm for $k=1$ to $5.$

Loan Purpose

Education

Checking

Savings

Months

Months

Customer

Employed

$30$

$45$

Click the icon to view the table of classified records.

Complete the table below for the nearest neighbors and for the classification of the new record for each value of $k.\backslash$table$[[$Loan Purpose,Checking,Savings,Months Customer,Months Employed,Credit Risk$],[$Business$,0,922,19,29,$Low$],[$Furniture$,0,736,13,6,$High$],[$Business$,778,861,49,21,$High$],[$New Car,$19812,0,25,37,$High$],[$New Car,$425,0,19,7,$High$],[$New Car,$11072,891,61,17,$Low$],[$New Car,$0,486,12,22,$Low$],[$New Car,$0,343,19,22,$Low$],[$Business$,0,859,19,23,$High$],[$Furniture$,0,13970,13,24,$High$],[$Furniture$,0,5857,19,20,$Low$],[$Furniture$,4089,0,7,14,$Low$],[$Repairs$,271,759,19,0,$Low$],[$Other$,0,523,37,0,$Low$],[$Education$,996,837,49,83,$High$],[$New Car,$0,272,7,90,$High$],[$Small Appliance,$0,519,31,23,$Low$],[$New Car,$538,344,13,40,$High$],[$New Car,$315,466,13,3,$Low$],[$Business$,444,921,28,51,$High$],[$Used Car,$0,674,37,69,$Low$],[$Used Car,$0,0,11,4,$Low$]]$