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

Loan Purpose

Checking

Savings

Months

Customer

Months

Employed

Furniture

$101$

$3871$

$10$

$16$

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Part $1$

Complete the table below for the nearest neighbors and for the classification of the new record for each value of k$.$