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

Retraining

$644$

$2000$

$20$

$60$

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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

$$

$2$

$$

enter your response here

$$

Low

High

Tie

$3$

$$

enter your response here

$$

Low

High

Tie

$4$

$$

enter your response here

$$

Tie

High

Low

$5$

$$

enter your response here

$$

Low

High

Tie

Loan Purpose Checking Savings Months Customer Months Employed Credit Risk

Furniture $6383471314$ High

Furniture $282701113$ Low

Business $3225781014$ Low

Furniture $0175453416$ High

Furniture $1013871135$ High

Small Appliance $0407132$ Low

Small Appliance $169351893760$ Low

Furniture $07461316$ Low

New Car $5800118$ High

Small Appliance $303899133$ High

Small Appliance $90017323711$ High

New Car $06371321$ High

Used Car $01781389$ High

Large Appliance $04094915$ High

Business $1276048731373$ Low

Small Appliance $044492587$ High

Small Appliance $1297419568137$ Low

New Car $0500287$ High

New Car $0509163$ Low

New Car $94230362536$ Low

New Car $332901915$ High

Business $33927902255$ High

Used Car $109540371$ High

New Car $0470130$ Low

Business $0406635$ Low

Furniture $617411313$ Low

Business $271514354914$ High

New Car $0771250$ High

New Car $264101371$ Low

Used Car $015194074$ Low

Small Appliance $0364535$ Low

New Car $1981202537$ High

Business $03285721$ Low

Used Car $219841430$ Low

Retraining $06031335$ High

Business $08591923$ High

New Car $07501314$ High

New Car $08571134$ Low

Small Appliance $29833267315$ High

New Car $0127713$ Low

Small Appliance $911823464$ High

New Car $06931928$ High

Small Appliance $033725107$ Low

Small Appliance $651037102$ Low

Small Appliance $2317021099$ Low

Small Appliance $2420196$ Low

Business $89817722105$ High

New Car $47840711040$ High

Used Car $81901323$ Low

Used Car $00114$ Low