Loan Purpose Checking Savings Months Customer Months Employed Credit Risk

Used Car $0129318$ Low

New Car $7086831333$ Low

Small Appliance $0490541$ Low

New Car $06601775$ High

Used Car $07892528$ Low

Education $0037114$ High

New Car $4611401932$ Low

Furniture $51344270$ Low

New Car $00229$ High

New Car $166922132$ High

Repairs $27390472$ Low

Used Car $0609376$ Low

Furniture $828391912$ High

Small Appliance $0122422553$ High

Small Appliance $89301694$ Low

Business $1276048731373$ Low

Furniture $001394$ Low

Small Appliance $07172210$ High

Repairs $0609313$ High

Small Appliance $09701314$ Low

Small Appliance $086113111$ High

Small Appliance $064901985$ Low

Business $05180224$ High

Furniture $3527525134$ Low

Other $5608872520$ High

Education $031051619$ Low

Large Appliance $01238130$ High

Repairs $0718190$ High

Small Appliance $0296168$ Low

Small Appliance $012181338$ Low

Small Appliance $795168044940$ High

Furniture $0142753$ Low

Business $0114812518$ High

Business $03285721$ Low

Education $01641365$ Low

New Car $110728916117$ Low

Furniture $02991911$ Low

Furniture $40890714$ Low

Repairs $271759190$ Low

Education $70502524$ Low

Small Appliance $09591121$ Low

Furniture $05382559$ High

Repairs $026881089$ Low

New Car $0141903792$ Low

Small Appliance $05193123$ Low

Furniture $04351916$ High

Small Appliance $017653224$ Low

New Car $0770373$ High

New Car $1932684135$ High

New Car $0025103$ HighUse 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

Education

$600$

$3500$

$30$

$45$

LOADING... Click the icon to view the table of classified records.

Question content area bottom

Part $1$

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

k

Distance

Classification

$1$

$$

enter your response here

$$

High

Tie

Low

$2$

$$

enter your response here

$$

Tie

Low

High

$3$

$$

enter your response here

$$

Low

High

Tie

$4$

$$

enter your response here

$$

High

Low

Tie

$5$

$$

enter your response here

$$

Low

Tie

High

$($Round to four decimal places as$$ needed.$)$