Loan Purpose Checking Savings Months Customer Months Employed Credit Risk

Small Appliance $9660254$ High

Furniture $652732494$ High

Education $3351708377$ High

Small Appliance $940715940$ Low

Other $2180490$ Low

Used Car $01092526$ Low

New Car $1625952210$ Low

Education $0037114$ High

Small Appliance $0552254$ High

New Car $166922132$ High

Repairs $0626430$ Low

Small Appliance $90017323711$ High

Small Appliance $5144054913$ High

Furniture $45731819108$ Low

Small Appliance $51336981914$ High

Furniture $0479190$ High

Business $02651310$ Low

Furniture $192199255$ High

Large Appliance $0775198$ High

Used Car $1053202854$ Low

Small Appliance $038702511$ High

Furniture $0506253$ High

New Car $002519$ High

New Car $06053720$ High

Small Appliance $03529140$ Low

Used Car $01009916108$ Low

Repairs $0718190$ High

New Car $091251324$ High

Used Car $015194074$ Low

New Car $18408212139$ Low

New Car $497888163$ High

Used Car $0999250$ Low

Furniture $0169196$ High

Education $19703717$ Low

Small Appliance $066283765$ Low

New Car $07131329$ High

New Car $010270$ Low

New Car $480203712$ Low

New Car $0531135$ High

Furniture $098737101$ High

Small Appliance $03021030$ High

Small Appliance $284601314$ Low

Small Appliance $0171241395$ Low

Furniture $04351916$ High

Used Car $247203741$ Low

New Car $47840711040$ High

Used Car $06073717$ High

Large Appliance $0158001640$ Low

Furniture $0369723$ Low

New Car $0712166$ HighJse the given data to classify the record below using the k$-$NN algorithm for $k=1$ to $5.$

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 $k.$

Round to four decimal places as needed.$)$